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labelled_data/bp.csv ADDED
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1
+ business_process_class,business_process
2
+ Strategic Planning,Articulation of Vision, Mission, Objectives, and Strategies
3
+ Strategic Planning,Formulation and Revision of Annual Plans
4
+ Strategic Planning,Ongoing Competitive Environment Scanning
5
+ Strategic Implementation,Information Dissemination and Cultural Awareness
6
+ Strategic Implementation,Monitoring of Plans
7
+ Strategic Evaluation,University Performance Evaluation
8
+ Strategic Evaluation,Performance Assessment of University Units
9
+ Process Management,Process Standardization
10
+ Process Management,Process Analysis
11
+ Process Management,Process Improvement
12
+ Process Management,Process Evaluation and Control
13
+ Process Management,Process Preparation and Implementation
14
+ Project Management,Portfolio Management (Project Bundles)
15
+ Project Management,Provision of Supervisory Services
16
+ Performance Evaluation and Assessment,Selection of Distinguished Students
17
+ Performance Evaluation and Assessment,Clearance Procedures
18
+ Educational Program Planning,Development of Comprehensive Educational Program
19
+ Educational Program Planning,Academic Term/Semester Planning
20
+ Admission,Admission to Regular and Evening Programs
21
+ Admission,Admission of Gifted and Talented Students
22
+ Admission,Admission and Transfer of International Students
23
+ Admission,Enrollment of Higher Education Program Applicants
24
+ Admission,Admission of University and Higher Education Institution Instructors
25
+ Educational Services,Delivery of Courses and Educational Programs
26
+ Educational Services,Course Registration, Withdrawal, and Add/Drop
27
+ Educational Assessment,Examination Administration
28
+ Educational Assessment,Evaluation of Educational Programs
29
+ Academic Affairs,Handling of Academic Affairs
30
+ Academic Affairs,Graduation
31
+ Academic Affairs,Student Transfers
32
+ Academic Affairs,Student Withdrawals
33
+ Academic Affairs,Student Dismissals
34
+ Research and Technology Policy,Development of Comprehensive Research and Technology Plan
35
+ Research and Technology Policy,Review and Formulation of Research and Technology Policies
36
+ Research and Technology Policy,Planning for Research and Technology Infrastructure and Resources
37
+ Research and Technology Services,Provision of Resources and Facilities for Research and Technology
38
+ Research and Technology Services,Research Culture Promotion
39
+ Research and Technology Services,Researcher Training
40
+ Research and Technology Services,Provision of Research and Technology Consulting Services
41
+ Research and Technology Output Dissemination,Scientific Article Publication
42
+ Research and Technology Output Dissemination,Book Publication
43
+ Research and Technology Output Dissemination,Patent Registration
44
+ Research and Technology Output Dissemination,Organization of Conferences
45
+ Technology Transfer,Commercialization of Research and Technological Outputs
46
+ Technology Transfer,Establishment and Development of Knowledge-Based Enterprises
47
+ Student Services Planning,Development of Student Services Program
48
+ Student Services Planning,Review and Formulation of Student Services Regulations
49
+ Student Services Delivery,Student Housing
50
+ Student Services Delivery,Student Catering
51
+ Student Services Delivery,Student Welfare Facilities
52
+ Student Services Delivery,Sports and Extracurricular Activities
53
+ Student Services Delivery,Counseling Services
54
+ Student Services Delivery,Student Health and Medical Services
55
+ Supervision and Evaluation of Student Services,Oversight of Disciplinary Affairs
56
+ Student Academic Affairs,Issuance of Assignment and Transfer Orders (repositioned for academic mobility)
57
+ Cultural and Social Program Planning,Development of Comprehensive Cultural and Social Program
58
+ Cultural and Social Program Planning,Review and Formulation of Cultural and Social Regulations
59
+ Cultural and Social Program Planning,Planning for Cultural and Social Infrastructure and Resources
60
+ Cultural and Social Program Planning,Cultural and Social Planning
61
+ Cultural and Social Productions and Services,Provision of Cultural and Artistic Services
62
+ Cultural and Social Productions and Services,Production of Cultural and Social Materials
63
+ Cultural and Social Productions and Services,Provision of Support for Student Publications and Associations
64
+ Provision of Cultural and Social Facilities,University-Family Engagement
65
+ Supervision of Cultural and Social Activities,Authorization of Cultural Associations and Activities
66
+ Supervision of Cultural and Social Activities,Oversight of Cultural Elections and Events
67
+ Supervision of Cultural and Social Activities,Organization of Elections, Training Sessions, and Cultural Events
68
+ Public Relations,Cultural Information Dissemination
69
+ Public Relations,Participation in Conferences, Events, and Exhibitions
70
+ Public Relations,Hosting of Meetings, Visits, and Engagements
71
+ Community Engagement,Collaboration with Domestic Organizations and Universities
72
+ Community Engagement,Community Engagement
73
+ International Academic Collaboration,Establishment of International Cooperation Agreements
74
+ International Academic Collaboration,Invitation of International Experts
75
+ International Academic Collaboration,Faculty Dispatch for International Teaching Assignments
76
+ Provision of Non-Academic University Services,Provision of Executive Services
77
+ Provision of Non-Academic University Services,Provision of Supervisory Services
78
+ Provision of Non-Academic University Services,Secretariat Services
79
+ Physical Resource Management,Physical Resources Planning
80
+ Physical Resource Management,Acquisition of Physical Resources
81
+ Physical Resource Management,Maintenance, Expansion, and Renovation of Physical Resources
82
+ Physical Resource Management,Disposal of Physical Resources
83
+ Goods and Services Management,Goods and Services Planning
84
+ Goods and Services Management,Procurement of Goods and Services
85
+ Goods and Services Management,Maintenance of Goods and Services
86
+ Goods and Services Management,Disposal and Retirement of Goods and Services
87
+ Human Resource Planning,Workforce Recruitment Authorization
88
+ Human Resource Planning,Formulation of Human Resource Policies
89
+ Recruitment and Selection of Human Resources,Human Resource Recruitment
90
+ Recruitment and Selection of Human Resources,Human Resource Status Change
91
+ Human Resource Development,Human Resource Training and Development
92
+ Human Resource Development,Promotion and Career Advancement
93
+ Human Resource Benefits and Incentives,Human Resource Rewards and Disciplinary Measures
94
+ Human Resource Benefits and Incentives,Provision of Welfare Assistance to Human Resources
95
+ Human Resource Benefits and Incentives,Provision of Welfare Facilities for Human Resources
96
+ Human Resource Benefits and Incentives,Organization of Extracurricular Activities for Human Resources
97
+ Human Resource Benefits and Incentives,Disbursement of Bonuses and Allowances
98
+ Human Resource Benefits and Incentives,Compensation and Benefits
99
+ Occupational Health and Safety for Human Resources,Monitoring of Employee Health
100
+ Occupational Health and Safety for Human Resources,Monitoring of Work Environment
101
+ Human Resource Mobility and Knowledge Sharing,Issuance of Leave Authorizations
102
+ Human Resource Mobility and Knowledge Sharing,Retirement Services Administration
103
+ Human Resource Mobility and Knowledge Sharing,Retirement/Death/Martyrdom Proceedings
104
+ Human Resource Mobility and Knowledge Sharing,Resignation and Severance Processing
105
+ Financial Planning and Resource Allocation,Financial Resources Planning
106
+ Financial Planning and Resource Allocation,Review and Formulation of Financial Regulations
107
+ Financial Planning and Resource Allocation,Allocation of Financial Resources
108
+ Financial Planning and Resource Allocation,Receipt of Approved and Allocated Funds
109
+ Fundraising and Credit Distribution,Revenue Generation and Collection
110
+ Research Expenditures,Budget Expenditure
111
+ Financial Resource Oversight,Payment Processing
112
+ Financial Resource Oversight,Expense Monitoring and Control
113
+ Financial Resource Oversight,Internal Auditing
114
+ Financial Resource Oversight,External Auditing
115
+ ICT Planning,Development of Comprehensive ICT Plan
116
+ ICT Planning,Planning for System and Network Development
117
+ Communications and Network Management,Network and Communication Design and Development
118
+ Communications and Network Management,Network and Communication Deployment
119
+ Communications and Network Management,Network and Communication Support
120
+ Data and Information Management,Design of Organizational Information Architecture
121
+ Data and Information Management,Organizational Information Maintenance
122
+ Data and Information Management,Statistical Analysis and Reporting in Data and Information Domain
123
+ Information and Data Security Management,Information Access and Flow Security
124
+ Information and Data Security Management,Physical and Application Security in ICT
125
+ Software and System Management,Provision, Design, or Development of Software and Systems
126
+ Software and System Management,Software System Implementation
127
+ Software and System Management,Software System Improvement and Upgrade
128
+ IT Support (Hardware and Software),Hardware and Software Support Services
129
+ IT Support (Hardware and Software),IT Consulting Services
labelled_data/business_processes_quoted.csv ADDED
@@ -0,0 +1,129 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ "business_process_class","business_process"
2
+ "Strategic Planning","Articulation of Vision, Mission, Objectives, and Strategies"
3
+ "Strategic Planning","Formulation and Revision of Annual Plans"
4
+ "Strategic Planning","Ongoing Competitive Environment Scanning"
5
+ "Strategic Implementation","Information Dissemination and Cultural Awareness"
6
+ "Strategic Implementation","Monitoring of Plans"
7
+ "Strategic Evaluation","University Performance Evaluation"
8
+ "Strategic Evaluation","Performance Assessment of University Units"
9
+ "Process Management","Process Standardization"
10
+ "Process Management","Process Analysis"
11
+ "Process Management","Process Improvement"
12
+ "Process Management","Process Evaluation and Control"
13
+ "Process Management","Process Preparation and Implementation"
14
+ "Project Management","Portfolio Management (Project Bundles)"
15
+ "Project Management","Provision of Supervisory Services"
16
+ "Performance Evaluation and Assessment","Selection of Distinguished Students"
17
+ "Performance Evaluation and Assessment","Clearance Procedures"
18
+ "Educational Program Planning","Development of Comprehensive Educational Program"
19
+ "Educational Program Planning","Academic Term/Semester Planning"
20
+ "Admission","Admission to Regular and Evening Programs"
21
+ "Admission","Admission of Gifted and Talented Students"
22
+ "Admission","Admission and Transfer of International Students"
23
+ "Admission","Enrollment of Higher Education Program Applicants"
24
+ "Admission","Admission of University and Higher Education Institution Instructors"
25
+ "Educational Services","Delivery of Courses and Educational Programs"
26
+ "Educational Services","Course Registration, Withdrawal, and Add/Drop"
27
+ "Educational Assessment","Examination Administration"
28
+ "Educational Assessment","Evaluation of Educational Programs"
29
+ "Academic Affairs","Handling of Academic Affairs"
30
+ "Academic Affairs","Graduation"
31
+ "Academic Affairs","Student Transfers"
32
+ "Academic Affairs","Student Withdrawals"
33
+ "Academic Affairs","Student Dismissals"
34
+ "Research and Technology Policy","Development of Comprehensive Research and Technology Plan"
35
+ "Research and Technology Policy","Review and Formulation of Research and Technology Policies"
36
+ "Research and Technology Policy","Planning for Research and Technology Infrastructure and Resources"
37
+ "Research and Technology Services","Provision of Resources and Facilities for Research and Technology"
38
+ "Research and Technology Services","Research Culture Promotion"
39
+ "Research and Technology Services","Researcher Training"
40
+ "Research and Technology Services","Provision of Research and Technology Consulting Services"
41
+ "Research and Technology Output Dissemination","Scientific Article Publication"
42
+ "Research and Technology Output Dissemination","Book Publication"
43
+ "Research and Technology Output Dissemination","Patent Registration"
44
+ "Research and Technology Output Dissemination","Organization of Conferences"
45
+ "Technology Transfer","Commercialization of Research and Technological Outputs"
46
+ "Technology Transfer","Establishment and Development of Knowledge-Based Enterprises"
47
+ "Student Services Planning","Development of Student Services Program"
48
+ "Student Services Planning","Review and Formulation of Student Services Regulations"
49
+ "Student Services Delivery","Student Housing"
50
+ "Student Services Delivery","Student Catering"
51
+ "Student Services Delivery","Student Welfare Facilities"
52
+ "Student Services Delivery","Sports and Extracurricular Activities"
53
+ "Student Services Delivery","Counseling Services"
54
+ "Student Services Delivery","Student Health and Medical Services"
55
+ "Supervision and Evaluation of Student Services","Oversight of Disciplinary Affairs"
56
+ "Student Academic Affairs","Issuance of Assignment and Transfer Orders (repositioned for academic mobility)"
57
+ "Cultural and Social Program Planning","Development of Comprehensive Cultural and Social Program"
58
+ "Cultural and Social Program Planning","Review and Formulation of Cultural and Social Regulations"
59
+ "Cultural and Social Program Planning","Planning for Cultural and Social Infrastructure and Resources"
60
+ "Cultural and Social Program Planning","Cultural and Social Planning"
61
+ "Cultural and Social Productions and Services","Provision of Cultural and Artistic Services"
62
+ "Cultural and Social Productions and Services","Production of Cultural and Social Materials"
63
+ "Cultural and Social Productions and Services","Provision of Support for Student Publications and Associations"
64
+ "Provision of Cultural and Social Facilities","University-Family Engagement"
65
+ "Supervision of Cultural and Social Activities","Authorization of Cultural Associations and Activities"
66
+ "Supervision of Cultural and Social Activities","Oversight of Cultural Elections and Events"
67
+ "Supervision of Cultural and Social Activities","Organization of Elections, Training Sessions, and Cultural Events"
68
+ "Public Relations","Cultural Information Dissemination"
69
+ "Public Relations","Participation in Conferences, Events, and Exhibitions"
70
+ "Public Relations","Hosting of Meetings, Visits, and Engagements"
71
+ "Community Engagement","Collaboration with Domestic Organizations and Universities"
72
+ "Community Engagement","Community Engagement"
73
+ "International Academic Collaboration","Establishment of International Cooperation Agreements"
74
+ "International Academic Collaboration","Invitation of International Experts"
75
+ "International Academic Collaboration","Faculty Dispatch for International Teaching Assignments"
76
+ "Provision of Non-Academic University Services","Provision of Executive Services"
77
+ "Provision of Non-Academic University Services","Provision of Supervisory Services"
78
+ "Provision of Non-Academic University Services","Secretariat Services"
79
+ "Physical Resource Management","Physical Resources Planning"
80
+ "Physical Resource Management","Acquisition of Physical Resources"
81
+ "Physical Resource Management","Maintenance, Expansion, and Renovation of Physical Resources"
82
+ "Physical Resource Management","Disposal of Physical Resources"
83
+ "Goods and Services Management","Goods and Services Planning"
84
+ "Goods and Services Management","Procurement of Goods and Services"
85
+ "Goods and Services Management","Maintenance of Goods and Services"
86
+ "Goods and Services Management","Disposal and Retirement of Goods and Services"
87
+ "Human Resource Planning","Workforce Recruitment Authorization"
88
+ "Human Resource Planning","Formulation of Human Resource Policies"
89
+ "Recruitment and Selection of Human Resources","Human Resource Recruitment"
90
+ "Recruitment and Selection of Human Resources","Human Resource Status Change"
91
+ "Human Resource Development","Human Resource Training and Development"
92
+ "Human Resource Development","Promotion and Career Advancement"
93
+ "Human Resource Benefits and Incentives","Human Resource Rewards and Disciplinary Measures"
94
+ "Human Resource Benefits and Incentives","Provision of Welfare Assistance to Human Resources"
95
+ "Human Resource Benefits and Incentives","Provision of Welfare Facilities for Human Resources"
96
+ "Human Resource Benefits and Incentives","Organization of Extracurricular Activities for Human Resources"
97
+ "Human Resource Benefits and Incentives","Disbursement of Bonuses and Allowances"
98
+ "Human Resource Benefits and Incentives","Compensation and Benefits"
99
+ "Occupational Health and Safety for Human Resources","Monitoring of Employee Health"
100
+ "Occupational Health and Safety for Human Resources","Monitoring of Work Environment"
101
+ "Human Resource Mobility and Knowledge Sharing","Issuance of Leave Authorizations"
102
+ "Human Resource Mobility and Knowledge Sharing","Retirement Services Administration"
103
+ "Human Resource Mobility and Knowledge Sharing","Retirement/Death/Martyrdom Proceedings"
104
+ "Human Resource Mobility and Knowledge Sharing","Resignation and Severance Processing"
105
+ "Financial Planning and Resource Allocation","Financial Resources Planning"
106
+ "Financial Planning and Resource Allocation","Review and Formulation of Financial Regulations"
107
+ "Financial Planning and Resource Allocation","Allocation of Financial Resources"
108
+ "Financial Planning and Resource Allocation","Receipt of Approved and Allocated Funds"
109
+ "Fundraising and Credit Distribution","Revenue Generation and Collection"
110
+ "Research Expenditures","Budget Expenditure"
111
+ "Financial Resource Oversight","Payment Processing"
112
+ "Financial Resource Oversight","Expense Monitoring and Control"
113
+ "Financial Resource Oversight","Internal Auditing"
114
+ "Financial Resource Oversight","External Auditing"
115
+ "ICT Planning","Development of Comprehensive ICT Plan"
116
+ "ICT Planning","Planning for System and Network Development"
117
+ "Communications and Network Management","Network and Communication Design and Development"
118
+ "Communications and Network Management","Network and Communication Deployment"
119
+ "Communications and Network Management","Network and Communication Support"
120
+ "Data and Information Management","Design of Organizational Information Architecture"
121
+ "Data and Information Management","Organizational Information Maintenance"
122
+ "Data and Information Management","Statistical Analysis and Reporting in Data and Information Domain"
123
+ "Information and Data Security Management","Information Access and Flow Security"
124
+ "Information and Data Security Management","Physical and Application Security in ICT"
125
+ "Software and System Management","Provision, Design, or Development of Software and Systems"
126
+ "Software and System Management","Software System Implementation"
127
+ "Software and System Management","Software System Improvement and Upgrade"
128
+ "IT Support (Hardware and Software)","Hardware and Software Support Services"
129
+ "IT Support (Hardware and Software)","IT Consulting Services"
labelled_data/business_processes_quoted_nano_pred.csv ADDED
@@ -0,0 +1,129 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ,business_process_class,business_process,business_process_class_predicted,business_process_class_predicted_theory_nano
2
+ 0,Strategic Planning,"Articulation of Vision, Mission, Objectives, and Strategies",Strategic Planning,Strategic Planning
3
+ 1,Strategic Planning,Formulation and Revision of Annual Plans,Strategic Planning,Strategy and Planning
4
+ 2,Strategic Planning,Ongoing Competitive Environment Scanning,Strategic Planning,Strategic Planning
5
+ 3,Strategic Implementation,Information Dissemination and Cultural Awareness,Research and Technology Output Dissemination,Support Functions
6
+ 4,Strategic Implementation,Monitoring of Plans,Strategic Evaluation,Strategic Planning and Implementation
7
+ 5,Strategic Evaluation,University Performance Evaluation,Performance Evaluation and Assessment,Support functions
8
+ 6,Strategic Evaluation,Performance Assessment of University Units,Performance Evaluation and Assessment,Support Functions
9
+ 7,Process Management,Process Standardization,Process Management,Support functions
10
+ 8,Process Management,Process Analysis,Process Management,Higher education institution processes typically fall into the category of **Process Analysis** within business process classification.
11
+ 9,Process Management,Process Improvement,Process Management,Continuous Improvement
12
+ 10,Process Management,Process Evaluation and Control,Performance Evaluation and Assessment,Support functions
13
+ 11,Process Management,Process Preparation and Implementation,Process Management,Strategic Planning and Implementation
14
+ 12,Project Management,Portfolio Management (Project Bundles),Project Management,Support Functions
15
+ 13,Project Management,Provision of Supervisory Services,Supervision and Evaluation of Student Services,Academic and Student Services
16
+ 14,Performance Evaluation and Assessment,Selection of Distinguished Students,Educational Services,Academic and Student Services
17
+ 15,Performance Evaluation and Assessment,Clearance Procedures,Process Management,Support Functions
18
+ 16,Educational Program Planning,Development of Comprehensive Educational Program,Educational Program Planning,Academic Planning and Curriculum Development
19
+ 17,Educational Program Planning,Academic Term/Semester Planning,Educational Program Planning,Academic Planning
20
+ 18,Admission,Admission to Regular and Evening Programs,Admission,Academic and Student Services
21
+ 19,Admission,Admission of Gifted and Talented Students,Admission,Academic and Student Services
22
+ 20,Admission,Admission and Transfer of International Students,Admission,Academic and Student Services
23
+ 21,Admission,Enrollment of Higher Education Program Applicants,Admission,Academic and Student Services
24
+ 22,Admission,Admission of University and Higher Education Institution Instructors,Admission,Academic and Student Services
25
+ 23,Educational Services,Delivery of Courses and Educational Programs,Educational Services,Academic and Student Services
26
+ 24,Educational Services,"Course Registration, Withdrawal, and Add/Drop",Admission,Academic and Student Services
27
+ 25,Educational Assessment,Examination Administration,Educational Assessment,Support Functions
28
+ 26,Educational Assessment,Evaluation of Educational Programs,Performance Evaluation and Assessment,Academic and Student Services
29
+ 27,Academic Affairs,Handling of Academic Affairs,Academic Affairs,Academic and Student Services
30
+ 28,Academic Affairs,Graduation,Educational Program Planning,Academic and student services
31
+ 29,Academic Affairs,Student Transfers,Student Services Planning,Academic and Student Services
32
+ 30,Academic Affairs,Student Withdrawals,Student Services Delivery,Academic and Student Services
33
+ 31,Academic Affairs,Student Dismissals,Student Services Delivery,Academic and Student Services
34
+ 32,Research and Technology Policy,Development of Comprehensive Research and Technology Plan,Research and Technology Policy,Research and Innovation Planning
35
+ 33,Research and Technology Policy,Review and Formulation of Research and Technology Policies,Research and Technology Policy,Research and Innovation
36
+ 34,Research and Technology Policy,Planning for Research and Technology Infrastructure and Resources,Research and Technology Policy,Research and Innovation
37
+ 35,Research and Technology Services,Provision of Resources and Facilities for Research and Technology,Research and Technology Policy,Support Functions
38
+ 36,Research and Technology Services,Research Culture Promotion,Research and Technology Policy,Research and Innovation
39
+ 37,Research and Technology Services,Researcher Training,Human Resource Development,Support Functions
40
+ 38,Research and Technology Services,Provision of Research and Technology Consulting Services,Research and Technology Services,Research and Innovation
41
+ 39,Research and Technology Output Dissemination,Scientific Article Publication,Research and Technology Output Dissemination,Research and Innovation
42
+ 40,Research and Technology Output Dissemination,Book Publication,Research and Technology Output Dissemination,Research and Innovation
43
+ 41,Research and Technology Output Dissemination,Patent Registration,Research and Technology Services,Research and Innovation
44
+ 42,Research and Technology Output Dissemination,Organization of Conferences,Cultural and Social Productions and Services,Support Functions
45
+ 43,Technology Transfer,Commercialization of Research and Technological Outputs,Research and Technology Output Dissemination,Research and Innovation
46
+ 44,Technology Transfer,Establishment and Development of Knowledge-Based Enterprises,Research and Technology Policy,Research and Innovation
47
+ 45,Student Services Planning,Development of Student Services Program,Student Services Planning,Academic and Student Services
48
+ 46,Student Services Planning,Review and Formulation of Student Services Regulations,Student Services Planning,Support functions
49
+ 47,Student Services Delivery,Student Housing,Provision of Cultural and Social Facilities,Support Functions
50
+ 48,Student Services Delivery,Student Catering,Student Services Delivery,Support Functions
51
+ 49,Student Services Delivery,Student Welfare Facilities,Provision of Cultural and Social Facilities,Support Functions
52
+ 50,Student Services Delivery,Sports and Extracurricular Activities,Cultural and Social Productions and Services,Academic and Student Services
53
+ 51,Student Services Delivery,Counseling Services,Educational Services,Support Functions
54
+ 52,Student Services Delivery,Student Health and Medical Services,Provision of Cultural and Social Facilities,Support Functions
55
+ 53,Supervision and Evaluation of Student Services,Oversight of Disciplinary Affairs,Academic Affairs,Support Functions
56
+ 54,Student Academic Affairs,Issuance of Assignment and Transfer Orders (repositioned for academic mobility),Academic Affairs,Academic and Student Services
57
+ 55,Cultural and Social Program Planning,Development of Comprehensive Cultural and Social Program,Cultural and Social Program Planning,Support Functions
58
+ 56,Cultural and Social Program Planning,Review and Formulation of Cultural and Social Regulations,Cultural and Social Program Planning,Support functions
59
+ 57,Cultural and Social Program Planning,Planning for Cultural and Social Infrastructure and Resources,Cultural and Social Program Planning,Strategic Planning
60
+ 58,Cultural and Social Program Planning,Cultural and Social Planning,Cultural and Social Program Planning,Support Functions
61
+ 59,Cultural and Social Productions and Services,Provision of Cultural and Artistic Services,Cultural and Social Productions and Services,Support Functions
62
+ 60,Cultural and Social Productions and Services,Production of Cultural and Social Materials,Cultural and Social Productions and Services,Support Functions
63
+ 61,Cultural and Social Productions and Services,Provision of Support for Student Publications and Associations,Student Services Delivery,Student Services
64
+ 62,Provision of Cultural and Social Facilities,University-Family Engagement,Community Engagement,Support Functions
65
+ 63,Supervision of Cultural and Social Activities,Authorization of Cultural Associations and Activities,Cultural and Social Program Planning,Support Functions
66
+ 64,Supervision of Cultural and Social Activities,Oversight of Cultural Elections and Events,Cultural and Social Productions and Services,Support Functions
67
+ 65,Supervision of Cultural and Social Activities,"Organization of Elections, Training Sessions, and Cultural Events",Cultural and Social Program Planning,Support Functions
68
+ 66,Public Relations,Cultural Information Dissemination,Research and Technology Output Dissemination,Support Functions
69
+ 67,Public Relations,"Participation in Conferences, Events, and Exhibitions",Cultural and Social Productions and Services,Support Functions
70
+ 68,Public Relations,"Hosting of Meetings, Visits, and Engagements",Public Relations,Support functions
71
+ 69,Community Engagement,Collaboration with Domestic Organizations and Universities,International Academic Collaboration,Stakeholder Engagement and Partnership Development
72
+ 70,Community Engagement,Community Engagement,Community Engagement,Support Functions
73
+ 71,International Academic Collaboration,Establishment of International Cooperation Agreements,International Academic Collaboration,Strategic Planning and Implementation
74
+ 72,International Academic Collaboration,Invitation of International Experts,International Academic Collaboration,Research and Innovation
75
+ 73,International Academic Collaboration,Faculty Dispatch for International Teaching Assignments,International Academic Collaboration,Academic and Student Services
76
+ 74,Provision of Non-Academic University Services,Provision of Executive Services,Educational Services,Support Functions
77
+ 75,Provision of Non-Academic University Services,Provision of Supervisory Services,Supervision and Evaluation of Student Services,Academic and Student Services
78
+ 76,Provision of Non-Academic University Services,Secretariat Services,Process Management,Support Functions
79
+ 77,Physical Resource Management,Physical Resources Planning,Process Management,Support Functions
80
+ 78,Physical Resource Management,Acquisition of Physical Resources,Physical Resource Management,Support Functions
81
+ 79,Physical Resource Management,"Maintenance, Expansion, and Renovation of Physical Resources",Physical Resource Management,Support functions
82
+ 80,Physical Resource Management,Disposal of Physical Resources,Physical Resource Management,Support functions
83
+ 81,Goods and Services Management,Goods and Services Planning,Process Management,Support functions
84
+ 82,Goods and Services Management,Procurement of Goods and Services,Goods and Services Management,Support Functions
85
+ 83,Goods and Services Management,Maintenance of Goods and Services,Goods and Services Management,Support Functions
86
+ 84,Goods and Services Management,Disposal and Retirement of Goods and Services,Goods and Services Management,Support functions
87
+ 85,Human Resource Planning,Workforce Recruitment Authorization,Recruitment and Selection of Human Resources,Support Functions
88
+ 86,Human Resource Planning,Formulation of Human Resource Policies,Human Resource Planning,Support Functions
89
+ 87,Recruitment and Selection of Human Resources,Human Resource Recruitment,Human Resource Planning,Support Functions
90
+ 88,Recruitment and Selection of Human Resources,Human Resource Status Change,Human Resource Benefits and Incentives,Support Functions
91
+ 89,Human Resource Development,Human Resource Training and Development,Human Resource Development,Support Functions
92
+ 90,Human Resource Development,Promotion and Career Advancement,Human Resource Benefits and Incentives,Support Functions
93
+ 91,Human Resource Benefits and Incentives,Human Resource Rewards and Disciplinary Measures,Human Resource Benefits and Incentives,Support Functions
94
+ 92,Human Resource Benefits and Incentives,Provision of Welfare Assistance to Human Resources,Human Resource Benefits and Incentives,Support Functions
95
+ 93,Human Resource Benefits and Incentives,Provision of Welfare Facilities for Human Resources,Human Resource Benefits and Incentives,Support Functions
96
+ 94,Human Resource Benefits and Incentives,Organization of Extracurricular Activities for Human Resources,Cultural and Social Program Planning,Support Functions
97
+ 95,Human Resource Benefits and Incentives,Disbursement of Bonuses and Allowances,Human Resource Benefits and Incentives,Support Functions
98
+ 96,Human Resource Benefits and Incentives,Compensation and Benefits,Human Resource Benefits and Incentives,Support Functions
99
+ 97,Occupational Health and Safety for Human Resources,Monitoring of Employee Health,Occupational Health and Safety for Human Resources,Support Functions
100
+ 98,Occupational Health and Safety for Human Resources,Monitoring of Work Environment,Occupational Health and Safety for Human Resources,Support Functions
101
+ 99,Human Resource Mobility and Knowledge Sharing,Issuance of Leave Authorizations,Human Resource Benefits and Incentives,Support Functions
102
+ 100,Human Resource Mobility and Knowledge Sharing,Retirement Services Administration,Provision of Non-Academic University Services,Support Functions
103
+ 101,Human Resource Mobility and Knowledge Sharing,Retirement/Death/Martyrdom Proceedings,Human Resource Benefits and Incentives,Support Functions
104
+ 102,Human Resource Mobility and Knowledge Sharing,Resignation and Severance Processing,Human Resource Benefits and Incentives,Support Functions
105
+ 103,Financial Planning and Resource Allocation,Financial Resources Planning,Financial Planning and Resource Allocation,Support functions
106
+ 104,Financial Planning and Resource Allocation,Review and Formulation of Financial Regulations,Financial Planning and Resource Allocation,Support Functions
107
+ 105,Financial Planning and Resource Allocation,Allocation of Financial Resources,Financial Planning and Resource Allocation,Support Functions
108
+ 106,Financial Planning and Resource Allocation,Receipt of Approved and Allocated Funds,Financial Planning and Resource Allocation,Finance and Budgeting
109
+ 107,Fundraising and Credit Distribution,Revenue Generation and Collection,Financial Planning and Resource Allocation,Support Functions
110
+ 108,Research Expenditures,Budget Expenditure,Financial Resource Oversight,Support Functions
111
+ 109,Financial Resource Oversight,Payment Processing,Financial Resource Oversight,Support Functions
112
+ 110,Financial Resource Oversight,Expense Monitoring and Control,Financial Resource Oversight,Support Functions
113
+ 111,Financial Resource Oversight,Internal Auditing,Performance Evaluation and Assessment,Support Functions
114
+ 112,Financial Resource Oversight,External Auditing,Performance Evaluation and Assessment,Support functions
115
+ 113,ICT Planning,Development of Comprehensive ICT Plan,ICT Planning,Support Functions
116
+ 114,ICT Planning,Planning for System and Network Development,ICT Planning,Support Functions
117
+ 115,Communications and Network Management,Network and Communication Design and Development,ICT Planning,Support Functions
118
+ 116,Communications and Network Management,Network and Communication Deployment,Communications and Network Management,Support Functions
119
+ 117,Communications and Network Management,Network and Communication Support,ICT Planning,Support Functions
120
+ 118,Data and Information Management,Design of Organizational Information Architecture,Data and Information Management,Support functions
121
+ 119,Data and Information Management,Organizational Information Maintenance,Data and Information Management,Support Functions
122
+ 120,Data and Information Management,Statistical Analysis and Reporting in Data and Information Domain,Data and Information Management,Research and Innovation
123
+ 121,Information and Data Security Management,Information Access and Flow Security,Data and Information Security Management,Support Functions
124
+ 122,Information and Data Security Management,Physical and Application Security in ICT,Information and Data Security Management,Support Functions
125
+ 123,Software and System Management,"Provision, Design, or Development of Software and Systems",Software and System Management,Support Functions
126
+ 124,Software and System Management,Software System Implementation,Process Management,Support Functions
127
+ 125,Software and System Management,Software System Improvement and Upgrade,Process Management,Support Functions
128
+ 126,IT Support (Hardware and Software),Hardware and Software Support Services,IT Support (Hardware and Software),Support functions
129
+ 127,IT Support (Hardware and Software),IT Consulting Services,Information and Data Security Management,Support Functions
labelled_data/information_systems.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ "information_system_class","information_system"
2
+ "Expert System (ES)","Intelligent Educational Planning System (Sehba)"
3
+ "Expert System (ES)","Staff General Qualification Assessment System"
4
+ "Expert System (ES)","Managerial Knowledge Enhancement System"
5
+ "Expert System (ES)","Suggestion System"
6
+ "Expert System (ES)","Employee Loan Recommendation System"
7
+ "Executive Support System (ESS)","University Budgeting System"
8
+ "Executive Support System (ESS)","University Evaluation System"
9
+ "Executive Support System (ESS)","Provincial Evaluation and Oversight Board System (Selected University)"
10
+ "Executive Support System (ESS)","Manager Evaluation System"
11
+ "Executive Support System (ESS)","Academic Affairs Management System"
12
+ "Integrated ESS and Decision Support System (DSS)","Research Affairs System (Faculties)"
13
+ "Integrated ESS and Decision Support System (DSS)","Graduate Studies System"
14
+ "Integrated ESS and Decision Support System (DSS)","Integrated Financial System"
15
+ "Integrated ESS and Decision Support System (DSS)","Welfare and Financial System"
16
+ "Integrated ESS and Decision Support System (DSS)","Resource and Information Management System"
17
+ "Integrated ESS and Decision Support System (DSS)","Organizational and Managerial Structure System"
18
+ "Integrated ESS and Decision Support System (DSS)","Framework Management System"
19
+ "Ad-hoc Decision Support System","Conference Management System"
20
+ "Ad-hoc Decision Support System","Conference Paper Database System"
21
+ "Ad-hoc Decision Support System","Electronic Voting System"
22
+ "Ad-hoc Decision Support System","Advanced Form Builder System"
23
+ "Ad-hoc Decision Support System","Misconduct Tracking System"
24
+ "Integrated DSS and Management Information System (MIS)","Faculty Portal"
25
+ "Integrated DSS and Management Information System (MIS)","Instructors Portal"
26
+ "Integrated DSS and Management Information System (MIS)","Retired Faculty Portal"
27
+ "Integrated DSS and Management Information System (MIS)","Student Portal"
28
+ "Integrated DSS and Management Information System (MIS)","Lecturer Portal"
29
+ "Integrated DSS and Management Information System (MIS)","Faculty Teaching Assignment Portal"
30
+ "Integrated DSS and Management Information System (MIS)","HR Records System"
31
+ "Integrated DSS and Management Information System (MIS)","Human Resource Management System"
32
+ "Integrated DSS and Management Information System (MIS)","Doctoral Student Registration Portal"
33
+ "Management Information System (MIS)","Student Academic Affairs System (Faculties)"
34
+ "Management Information System (MIS)","Second Shift Student Financial Affairs System"
35
+ "Management Information System (MIS)","Employee Performance Evaluation System"
36
+ "Management Information System (MIS)","Payroll System"
37
+ "Management Information System (MIS)","Adjunct Instructor Payment System"
38
+ "Management Information System (MIS)","Corporate and Legal Entity Portal"
39
+ "Management Information System (MIS)","Staff Portal"
40
+ "Management Information System (MIS)","Staff Assignment Portal"
41
+ "Management Information System (MIS)","Retired Staff Portal"
42
+ "Management Information System (MIS)","Other Staff Portal"
43
+ "Management Information System (MIS)","Non-Administrative Portal"
44
+ "Management Information System (MIS)","Central Welfare Secretariat System"
45
+ "Management Information System (MIS)","SMS Management System"
46
+ "Knowledge-Based MIS","Academic Evaluation System"
47
+ "Knowledge-Based MIS","University Scientific Information System (Saed)"
48
+ "Knowledge-Based MIS","Journal Management System"
49
+ "Knowledge-Based MIS","Publication System"
50
+ "Knowledge-Based MIS","University Publications System"
51
+ "Knowledge-Based MIS","Comprehensive Member Portal"
52
+ "Knowledge Work System (KWS)","Library System"
53
+ "Knowledge Work System (KWS)","Business Incubator Center System"
54
+ "Knowledge Work System (KWS)","Ferdowsi University Foundation System"
55
+ "Group Collaboration System (GCS)","Video Conferencing System"
56
+ "Group Collaboration System (GCS)","Meeting Management System"
57
+ "Group Collaboration System (GCS)","Counseling Center System"
58
+ "Group Collaboration System (GCS)","Academic Affairs Secretariat System"
59
+ "Group Collaboration System (GCS)","Cultural, Student, and Social Affairs Vice-Presidency System"
60
+ "Group Collaboration System (GCS)","Service Portal Management System"
61
+ "Office System (OS)","Support and Inquiry Response System"
62
+ "Office System (OS)","Administrative Services Management System"
63
+ "Office System (OS)","Repair and Support System"
64
+ "Office System (OS)","Attendance Tracking System"
65
+ "Office System (OS)","Veterans Affairs System"
66
+ "Office System (OS)","Retirement System"
67
+ "Office Automation System (OAS)","Student Catering System"
68
+ "Office Automation System (OAS)","Food Supply Inventory System"
69
+ "Office Automation System (OAS)","Student Excursion Management System"
70
+ "Office Automation System (OAS)","Physical Education System"
71
+ "Office Automation System (OAS)","Vehicle Access Control System"
72
+ "Office Automation System (OAS)","Student ID Issuance System"
73
+ "Office Automation System (OAS)","Procurement System"
74
+ "Office Automation System (OAS)","Contracts and Tenders System"
75
+ "Office Automation System (OAS)","Asset and Inventory System"
76
+ "Office Automation System (OAS)","Procurement and Maintenance System"
77
+ "Office Automation System (OAS)","Integrated Procurement System"
78
+ "Office Automation System (OAS)","Integrated Asset and Inventory System"
79
+ "Integrated OAS and Transaction Processing System (TPS)","Electronic Forms and Files System"
80
+ "Integrated OAS and Transaction Processing System (TPS)","Electronic Payment Management System"
81
+ "Integrated OAS and Transaction Processing System (TPS)","Web Hosting Services – Unit and Faculty Websites"
82
+ "Integrated OAS and Transaction Processing System (TPS)","Web Hosting Services – Miscellaneous"
83
+ "Integrated OAS and Transaction Processing System (TPS)","Web Hosting Services – Faculty Homepages"
84
+ "Integrated OAS and Transaction Processing System (TPS)","Web Hosting Services – Student Homepages"
85
+ "Integrated OAS and Transaction Processing System (TPS)","Web Hosting Services – Template Design"
86
+ "Integrated OAS and Transaction Processing System (TPS)","Web Hosting Services – Control Panel"
87
+ "Integrated OAS and Transaction Processing System (TPS)","Web Hosting Services – Blogs"
88
+ "Transaction Processing System (TPS)","Admission and Registration System"
89
+ "Transaction Processing System (TPS)","Antivirus System"
90
+ "Transaction Processing System (TPS)","Security Document Management System"
91
+ "Transaction Processing System (TPS)","Security Reporting System"
92
+ "Transaction Processing System (TPS)","VOIP Management System"
93
+ "Transaction Processing System (TPS)","Server Management System"
94
+ "Transaction Processing System (TPS)","Network Switch Management System"
95
+ "Transaction Processing System (TPS)","Video Surveillance System"
96
+ "Transaction Processing System (TPS)","Building Management Systems (BMS)"
97
+ "Transaction Processing System (TPS)","Welfare Center System"
98
+ "Transaction Processing System (TPS)","Northern Welfare Center System"
99
+ "Transaction Processing System (TPS)","Mobile Student Portal"
100
+ "Transaction Processing System (TPS)","Inactive Student Portal"
101
+ "Transaction Processing System (TPS)","Student Portal – Financial Package"
labelled_data/information_systems_nano_pred.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ,information_system_class,information_system,information_system_class_predicted_nano
2
+ 0,Expert System (ES),Intelligent Educational Planning System (Sehba),Expert System (ES)
3
+ 1,Expert System (ES),Staff General Qualification Assessment System,Management Information System (MIS)
4
+ 2,Expert System (ES),Managerial Knowledge Enhancement System,Management Information System (MIS)
5
+ 3,Expert System (ES),Suggestion System,Ad-hoc Decision Support System
6
+ 4,Expert System (ES),Employee Loan Recommendation System,Expert System (ES)
7
+ 5,Executive Support System (ESS),University Budgeting System,Management Information System (MIS)
8
+ 6,Executive Support System (ESS),University Evaluation System,Management Information System (MIS)
9
+ 7,Executive Support System (ESS),Provincial Evaluation and Oversight Board System (Selected University),Management Information System (MIS)
10
+ 8,Executive Support System (ESS),Manager Evaluation System,Management Information System (MIS)
11
+ 9,Executive Support System (ESS),Academic Affairs Management System,Management Information System (MIS)
12
+ 10,Integrated ESS and Decision Support System (DSS),Research Affairs System (Faculties),Management Information System (MIS)
13
+ 11,Integrated ESS and Decision Support System (DSS),Graduate Studies System,Management Information System (MIS)
14
+ 12,Integrated ESS and Decision Support System (DSS),Integrated Financial System,Management Information System (MIS)
15
+ 13,Integrated ESS and Decision Support System (DSS),Welfare and Financial System,Management Information System (MIS)
16
+ 14,Integrated ESS and Decision Support System (DSS),Resource and Information Management System,Management Information System (MIS)
17
+ 15,Integrated ESS and Decision Support System (DSS),Organizational and Managerial Structure System,Management Information System (MIS)
18
+ 16,Integrated ESS and Decision Support System (DSS),Framework Management System,Management Information System (MIS)
19
+ 17,Ad-hoc Decision Support System,Conference Management System,Group Collaboration System (GCS)
20
+ 18,Ad-hoc Decision Support System,Conference Paper Database System,Knowledge Work System (KWS)
21
+ 19,Ad-hoc Decision Support System,Electronic Voting System,Transaction Processing System (TPS)
22
+ 20,Ad-hoc Decision Support System,Advanced Form Builder System,Office Automation System (OAS)
23
+ 21,Ad-hoc Decision Support System,Misconduct Tracking System,Management Information System (MIS)
24
+ 22,Integrated DSS and Management Information System (MIS),Faculty Portal,Management Information System (MIS)
25
+ 23,Integrated DSS and Management Information System (MIS),Instructors Portal,Management Information System (MIS)
26
+ 24,Integrated DSS and Management Information System (MIS),Retired Faculty Portal,Group Collaboration System (GCS)
27
+ 25,Integrated DSS and Management Information System (MIS),Student Portal,Office System (OS)
28
+ 26,Integrated DSS and Management Information System (MIS),Lecturer Portal,Office System (OS)
29
+ 27,Integrated DSS and Management Information System (MIS),Faculty Teaching Assignment Portal,Management Information System (MIS)
30
+ 28,Integrated DSS and Management Information System (MIS),HR Records System,Management Information System (MIS)
31
+ 29,Integrated DSS and Management Information System (MIS),Human Resource Management System,Management Information System (MIS)
32
+ 30,Integrated DSS and Management Information System (MIS),Doctoral Student Registration Portal,Management Information System (MIS)
33
+ 31,Management Information System (MIS),Student Academic Affairs System (Faculties),Management Information System (MIS)
34
+ 32,Management Information System (MIS),Second Shift Student Financial Affairs System,Transaction Processing System (TPS)
35
+ 33,Management Information System (MIS),Employee Performance Evaluation System,Management Information System (MIS)
36
+ 34,Management Information System (MIS),Payroll System,Transaction Processing System (TPS)
37
+ 35,Management Information System (MIS),Adjunct Instructor Payment System,Transaction Processing System (TPS)
38
+ 36,Management Information System (MIS),Corporate and Legal Entity Portal,Office System (OS)
39
+ 37,Management Information System (MIS),Staff Portal,Management Information System (MIS)
40
+ 38,Management Information System (MIS),Staff Assignment Portal,Management Information System (MIS)
41
+ 39,Management Information System (MIS),Retired Staff Portal,Office System (OS)
42
+ 40,Management Information System (MIS),Other Staff Portal,Office System (OS)
43
+ 41,Management Information System (MIS),Non-Administrative Portal,Group Collaboration System (GCS)
44
+ 42,Management Information System (MIS),Central Welfare Secretariat System,Management Information System (MIS)
45
+ 43,Management Information System (MIS),SMS Management System,Management Information System (MIS)
46
+ 44,Knowledge-Based MIS,Academic Evaluation System,Management Information System (MIS)
47
+ 45,Knowledge-Based MIS,University Scientific Information System (Saed),Management Information System (MIS)
48
+ 46,Knowledge-Based MIS,Journal Management System,Management Information System (MIS)
49
+ 47,Knowledge-Based MIS,Publication System,Transaction Processing System (TPS)
50
+ 48,Knowledge-Based MIS,University Publications System,Management Information System (MIS)
51
+ 49,Knowledge-Based MIS,Comprehensive Member Portal,Management Information System (MIS)
52
+ 50,Knowledge Work System (KWS),Library System,Management Information System (MIS)
53
+ 51,Knowledge Work System (KWS),Business Incubator Center System,Knowledge Work System (KWS)
54
+ 52,Knowledge Work System (KWS),Ferdowsi University Foundation System,Management Information System (MIS)
55
+ 53,Group Collaboration System (GCS),Video Conferencing System,Group Collaboration System (GCS)
56
+ 54,Group Collaboration System (GCS),Meeting Management System,Group Collaboration System (GCS)
57
+ 55,Group Collaboration System (GCS),Counseling Center System,Knowledge Work System (KWS)
58
+ 56,Group Collaboration System (GCS),Academic Affairs Secretariat System,Management Information System (MIS)
59
+ 57,Group Collaboration System (GCS),"Cultural, Student, and Social Affairs Vice-Presidency System",Management Information System (MIS)
60
+ 58,Group Collaboration System (GCS),Service Portal Management System,Office System (OS)
61
+ 59,Office System (OS),Support and Inquiry Response System,Management Information System (MIS)
62
+ 60,Office System (OS),Administrative Services Management System,Management Information System (MIS)
63
+ 61,Office System (OS),Repair and Support System,Management Information System (MIS)
64
+ 62,Office System (OS),Attendance Tracking System,Transaction Processing System (TPS)
65
+ 63,Office System (OS),Veterans Affairs System,Management Information System (MIS)
66
+ 64,Office System (OS),Retirement System,Management Information System (MIS)
67
+ 65,Office Automation System (OAS),Student Catering System,Transaction Processing System (TPS)
68
+ 66,Office Automation System (OAS),Food Supply Inventory System,Transaction Processing System (TPS)
69
+ 67,Office Automation System (OAS),Student Excursion Management System,Management Information System (MIS)
70
+ 68,Office Automation System (OAS),Physical Education System,Management Information System (MIS)
71
+ 69,Office Automation System (OAS),Vehicle Access Control System,Transaction Processing System (TPS)
72
+ 70,Office Automation System (OAS),Student ID Issuance System,Transaction Processing System (TPS)
73
+ 71,Office Automation System (OAS),Procurement System,Transaction Processing System (TPS)
74
+ 72,Office Automation System (OAS),Contracts and Tenders System,Transaction Processing System (TPS)
75
+ 73,Office Automation System (OAS),Asset and Inventory System,Transaction Processing System (TPS)
76
+ 74,Office Automation System (OAS),Procurement and Maintenance System,Transaction Processing System (TPS)
77
+ 75,Office Automation System (OAS),Integrated Procurement System,Transaction Processing System (TPS)
78
+ 76,Office Automation System (OAS),Integrated Asset and Inventory System,Management Information System (MIS)
79
+ 77,Integrated OAS and Transaction Processing System (TPS),Electronic Forms and Files System,Office System (OS)
80
+ 78,Integrated OAS and Transaction Processing System (TPS),Electronic Payment Management System,Transaction Processing System (TPS)
81
+ 79,Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Unit and Faculty Websites,Office System (OS)
82
+ 80,Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Miscellaneous,Office System (OS)
83
+ 81,Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Faculty Homepages,Office System (OS)
84
+ 82,Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Student Homepages,Office System (OS)
85
+ 83,Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Template Design,Office System (OS)
86
+ 84,Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Control Panel,Office System (OS)
87
+ 85,Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Blogs,Office System (OS)
88
+ 86,Transaction Processing System (TPS),Admission and Registration System,Transaction Processing System (TPS)
89
+ 87,Transaction Processing System (TPS),Antivirus System,Transaction Processing System (TPS)
90
+ 88,Transaction Processing System (TPS),Security Document Management System,Management Information System (MIS)
91
+ 89,Transaction Processing System (TPS),Security Reporting System,Management Information System (MIS)
92
+ 90,Transaction Processing System (TPS),VOIP Management System,Management Information System (MIS)
93
+ 91,Transaction Processing System (TPS),Server Management System,Transaction Processing System (TPS)
94
+ 92,Transaction Processing System (TPS),Network Switch Management System,Management Information System (MIS)
95
+ 93,Transaction Processing System (TPS),Video Surveillance System,Transaction Processing System (TPS)
96
+ 94,Transaction Processing System (TPS),Building Management Systems (BMS),Management Information System (MIS)
97
+ 95,Transaction Processing System (TPS),Welfare Center System,Management Information System (MIS)
98
+ 96,Transaction Processing System (TPS),Northern Welfare Center System,Management Information System (MIS)
99
+ 97,Transaction Processing System (TPS),Mobile Student Portal,Management Information System (MIS)
100
+ 98,Transaction Processing System (TPS),Inactive Student Portal,Transaction Processing System (TPS)
101
+ 99,Transaction Processing System (TPS),Student Portal – Financial Package,Management Information System (MIS)
labelled_data/is.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ information_system_class,information_system
2
+ Expert System (ES),Intelligent Educational Planning System (Sehba)
3
+ Expert System (ES),Staff General Qualification Assessment System
4
+ Expert System (ES),Managerial Knowledge Enhancement System
5
+ Expert System (ES),Suggestion System
6
+ Expert System (ES),Employee Loan Recommendation System
7
+ Executive Support System (ESS),University Budgeting System
8
+ Executive Support System (ESS),University Evaluation System
9
+ Executive Support System (ESS),Provincial Evaluation and Oversight Board System (Selected University)
10
+ Executive Support System (ESS),Manager Evaluation System
11
+ Executive Support System (ESS),Academic Affairs Management System
12
+ Integrated ESS and Decision Support System (DSS),Research Affairs System (Faculties)
13
+ Integrated ESS and Decision Support System (DSS),Graduate Studies System
14
+ Integrated ESS and Decision Support System (DSS),Integrated Financial System
15
+ Integrated ESS and Decision Support System (DSS),Welfare and Financial System
16
+ Integrated ESS and Decision Support System (DSS),Resource and Information Management System
17
+ Integrated ESS and Decision Support System (DSS),Organizational and Managerial Structure System
18
+ Integrated ESS and Decision Support System (DSS),Framework Management System
19
+ Ad-hoc Decision Support System,Conference Management System
20
+ Ad-hoc Decision Support System,Conference Paper Database System
21
+ Ad-hoc Decision Support System,Electronic Voting System
22
+ Ad-hoc Decision Support System,Advanced Form Builder System
23
+ Ad-hoc Decision Support System,Misconduct Tracking System
24
+ Integrated DSS and Management Information System (MIS),Faculty Portal
25
+ Integrated DSS and Management Information System (MIS),Instructors Portal
26
+ Integrated DSS and Management Information System (MIS),Retired Faculty Portal
27
+ Integrated DSS and Management Information System (MIS),Student Portal
28
+ Integrated DSS and Management Information System (MIS),Lecturer Portal
29
+ Integrated DSS and Management Information System (MIS),Faculty Teaching Assignment Portal
30
+ Integrated DSS and Management Information System (MIS),HR Records System
31
+ Integrated DSS and Management Information System (MIS),Human Resource Management System
32
+ Integrated DSS and Management Information System (MIS),Doctoral Student Registration Portal
33
+ Management Information System (MIS),Student Academic Affairs System (Faculties)
34
+ Management Information System (MIS),Second Shift Student Financial Affairs System
35
+ Management Information System (MIS),Employee Performance Evaluation System
36
+ Management Information System (MIS),Payroll System
37
+ Management Information System (MIS),Adjunct Instructor Payment System
38
+ Management Information System (MIS),Corporate and Legal Entity Portal
39
+ Management Information System (MIS),Staff Portal
40
+ Management Information System (MIS),Staff Assignment Portal
41
+ Management Information System (MIS),Retired Staff Portal
42
+ Management Information System (MIS),Other Staff Portal
43
+ Management Information System (MIS),Non-Administrative Portal
44
+ Management Information System (MIS),Central Welfare Secretariat System
45
+ Management Information System (MIS),SMS Management System
46
+ Knowledge-Based MIS,Academic Evaluation System
47
+ Knowledge-Based MIS,University Scientific Information System (Saed)
48
+ Knowledge-Based MIS,Journal Management System
49
+ Knowledge-Based MIS,Publication System
50
+ Knowledge-Based MIS,University Publications System
51
+ Knowledge-Based MIS,Comprehensive Member Portal
52
+ Knowledge Work System (KWS),Library System
53
+ Knowledge Work System (KWS),Business Incubator Center System
54
+ Knowledge Work System (KWS),Ferdowsi University Foundation System
55
+ Group Collaboration System (GCS),Video Conferencing System
56
+ Group Collaboration System (GCS),Meeting Management System
57
+ Group Collaboration System (GCS),Counseling Center System
58
+ Group Collaboration System (GCS),Academic Affairs Secretariat System
59
+ Group Collaboration System (GCS),Cultural, Student, and Social Affairs Vice-Presidency System
60
+ Group Collaboration System (GCS),Service Portal Management System
61
+ Office System (OS),Support and Inquiry Response System
62
+ Office System (OS),Administrative Services Management System
63
+ Office System (OS),Repair and Support System
64
+ Office System (OS),Attendance Tracking System
65
+ Office System (OS),Veterans Affairs System
66
+ Office System (OS),Retirement System
67
+ Office Automation System (OAS),Student Catering System
68
+ Office Automation System (OAS),Food Supply Inventory System
69
+ Office Automation System (OAS),Student Excursion Management System
70
+ Office Automation System (OAS),Physical Education System
71
+ Office Automation System (OAS),Vehicle Access Control System
72
+ Office Automation System (OAS),Student ID Issuance System
73
+ Office Automation System (OAS),Procurement System
74
+ Office Automation System (OAS),Contracts and Tenders System
75
+ Office Automation System (OAS),Asset and Inventory System
76
+ Office Automation System (OAS),Procurement and Maintenance System
77
+ Office Automation System (OAS),Integrated Procurement System
78
+ Office Automation System (OAS),Integrated Asset and Inventory System
79
+ Integrated OAS and Transaction Processing System (TPS),Electronic Forms and Files System
80
+ Integrated OAS and Transaction Processing System (TPS),Electronic Payment Management System
81
+ Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Unit and Faculty Websites
82
+ Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Miscellaneous
83
+ Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Faculty Homepages
84
+ Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Student Homepages
85
+ Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Template Design
86
+ Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Control Panel
87
+ Integrated OAS and Transaction Processing System (TPS),Web Hosting Services – Blogs
88
+ Transaction Processing System (TPS),Admission and Registration System
89
+ Transaction Processing System (TPS),Antivirus System
90
+ Transaction Processing System (TPS),Security Document Management System
91
+ Transaction Processing System (TPS),Security Reporting System
92
+ Transaction Processing System (TPS),VOIP Management System
93
+ Transaction Processing System (TPS),Server Management System
94
+ Transaction Processing System (TPS),Network Switch Management System
95
+ Transaction Processing System (TPS),Video Surveillance System
96
+ Transaction Processing System (TPS),Building Management Systems (BMS)
97
+ Transaction Processing System (TPS),Welfare Center System
98
+ Transaction Processing System (TPS),Northern Welfare Center System
99
+ Transaction Processing System (TPS),Mobile Student Portal
100
+ Transaction Processing System (TPS),Inactive Student Portal
101
+ Transaction Processing System (TPS),Student Portal – Financial Package