outputs/taxonomy_map.json

{
  "run_key": "combined",
  "taxonomy_mapping": {
    "Process Enterprise Modelling": {
      "theme": "Process Enterprise Modelling",
      "pajais_match": "Enterprise Systems and ERP",
      "match_confidence": 0.329,
      "reasoning": "100 papers; top terms: process, enterprise, modelling, framework, processes, service; council agreement 0.67.",
      "is_novel": false
    },
    "Algorithm Proposed Optimisation": {
      "theme": "Algorithm Proposed Optimisation",
      "pajais_match": "Supply Chain and Logistics IS",
      "match_confidence": 0.159,
      "reasoning": "74 papers; top terms: algorithm, proposed, optimisation, problem, scheduling, service; council agreement 0.67.",
      "is_novel": false
    },
    "Erp Enterprise Implementation": {
      "theme": "Erp Enterprise Implementation",
      "pajais_match": "Enterprise Systems and ERP",
      "match_confidence": 0.314,
      "reasoning": "54 papers; top terms: erp, enterprise, implementation, factors, planning, resource; council agreement 0.67.",
      "is_novel": false
    },
    "Social Online Knowledge": {
      "theme": "Social Online Knowledge",
      "pajais_match": "Social Commerce and Social Media",
      "match_confidence": 0.368,
      "reasoning": "52 papers; top terms: social, online, knowledge, media, social media, customer; council agreement 0.67.",
      "is_novel": false
    },
    "Manufacturing Cloud Iot": {
      "theme": "Manufacturing Cloud Iot",
      "pajais_match": "Smart Systems IoT and Smart Cities",
      "match_confidence": 0.283,
      "reasoning": "51 papers; top terms: manufacturing, cloud, iot, management, internet, technologies; council agreement 0.67.",
      "is_novel": false
    },
    "Supply Supply Chain Chain": {
      "theme": "Supply Supply Chain Chain",
      "pajais_match": "Supply Chain and Logistics IS",
      "match_confidence": 0.362,
      "reasoning": "30 papers; top terms: supply, supply chain, chain, game, decision, service; council agreement 0.67.",
      "is_novel": false
    },
    "Text Learning Classification": {
      "theme": "Text Learning Classification",
      "pajais_match": "Artificial Intelligence and Machine Learning",
      "match_confidence": 0.154,
      "reasoning": "48 papers; top terms: text, learning, classification, sentiment, financial, news; council agreement 0.67.",
      "is_novel": false
    },
    "Enterprise Process Framework": {
      "theme": "Enterprise Process Framework",
      "pajais_match": "Enterprise Systems and ERP",
      "match_confidence": 0.272,
      "reasoning": "42 papers; top terms: enterprise, process, framework, organisational, design, modelling; council agreement 0.67.",
      "is_novel": false
    },
    "Service Services Web": {
      "theme": "Service Services Web",
      "pajais_match": "Cloud Computing and SaaS",
      "match_confidence": 0.328,
      "reasoning": "29 papers; top terms: service, services, web, composition, process, qos; council agreement 0.67.",
      "is_novel": false
    },
    "Blockchain": {
      "theme": "Blockchain",
      "pajais_match": "Supply Chain and Logistics IS",
      "match_confidence": 0.27,
      "reasoning": "28 papers; top terms: blockchain, technology, chain, supply, blockchain technology, supply chain; council agreement 0.67.",
      "is_novel": false
    },
    "Privacy": {
      "theme": "Privacy",
      "pajais_match": "Privacy, Security and Trust",
      "match_confidence": 0.241,
      "reasoning": "28 papers; top terms: security, cloud, privacy, proposed, scheme, algorithm; council agreement 0.67.",
      "is_novel": false
    },
    "Design Method Process": {
      "theme": "Design Method Process",
      "pajais_match": "Enterprise Systems and ERP",
      "match_confidence": 0.219,
      "reasoning": "25 papers; top terms: design, method, process, framework, enterprise, knowledge; council agreement 0.67.",
      "is_novel": false
    },
    "Algorithm Learning Intelligent": {
      "theme": "Algorithm Learning Intelligent",
      "pajais_match": "Artificial Intelligence and Machine Learning",
      "match_confidence": 0.254,
      "reasoning": "22 papers; top terms: algorithm, learning, intelligent, machine, time, network; council agreement 0.67.",
      "is_novel": false
    },
    "Enterprise Performance Resilience": {
      "theme": "Enterprise Performance Resilience",
      "pajais_match": "IS Strategy and Management",
      "match_confidence": 0.228,
      "reasoning": "22 papers; top terms: enterprise, performance, resilience, supply, management, commerce; council agreement 0.67.",
      "is_novel": false
    },
    "Proposed Detection Performance": {
      "theme": "Proposed Detection Performance",
      "pajais_match": "Mobile Commerce and Applications",
      "match_confidence": 0.139,
      "reasoning": "21 papers; top terms: proposed, detection, performance, application, algorithm, memory; council agreement 0.67.",
      "is_novel": false
    },
    "Supply Risk Chain": {
      "theme": "Supply Risk Chain",
      "pajais_match": "Supply Chain and Logistics IS",
      "match_confidence": 0.233,
      "reasoning": "21 papers; top terms: supply, risk, chain, risks, supply chain, method; council agreement 0.67.",
      "is_novel": false
    },
    "Modelling Support Domain": {
      "theme": "Modelling Support Domain",
      "pajais_match": "Enterprise Systems and ERP",
      "match_confidence": 0.196,
      "reasoning": "19 papers; top terms: modelling, support, domain, proposed, enterprise, application; council agreement 0.67.",
      "is_novel": false
    },
    "Recommender": {
      "theme": "Recommender",
      "pajais_match": "Recommender and Personalization Systems",
      "match_confidence": 0.173,
      "reasoning": "18 papers; top terms: user, recommendation, users, method, network, recommendations; council agreement 0.67.",
      "is_novel": false
    },
    "Control Manufacturing Process": {
      "theme": "Control Manufacturing Process",
      "pajais_match": "IS Research Methods and Theory",
      "match_confidence": 0.219,
      "reasoning": "18 papers; top terms: control, manufacturing, process, design, production, proposed; council agreement 0.67.",
      "is_novel": false
    },
    "Method Algorithm Detection": {
      "theme": "Method Algorithm Detection",
      "pajais_match": "Mobile Commerce and Applications",
      "match_confidence": 0.132,
      "reasoning": "16 papers; top terms: method, algorithm, detection, proposed, visual, network; council agreement 0.67.",
      "is_novel": false
    },
    "Workflow Process Time": {
      "theme": "Workflow Process Time",
      "pajais_match": "Mobile Commerce and Applications",
      "match_confidence": 0.114,
      "reasoning": "14 papers; top terms: workflow, process, time, logic, nets, petri; council agreement 0.67.",
      "is_novel": false
    },
    "Pricing Refactoring Wiki": {
      "theme": "Pricing Refactoring Wiki",
      "pajais_match": "Digital Transformation and Innovation",
      "match_confidence": 0.097,
      "reasoning": "6 papers; top terms: pricing, refactoring, wiki, variable, resilience, variable pricing; council agreement 0.67.",
      "is_novel": false
    }
  },
  "novel_themes": [],
  "pajais_gap_categories": [
    "E-Commerce and E-Business",
    "IT Adoption and Diffusion",
    "Business Intelligence and Analytics",
    "Knowledge Management",
    "Healthcare Information Systems",
    "Digital Platforms and Ecosystems",
    "Blockchain and Distributed Ledgers",
    "Human-Computer Interaction and UX",
    "Financial Technology and Digital Finance",
    "Digital Marketing and Advertising",
    "Virtual Teams and Online Collaboration",
    "Big Data Analytics and Data Science",
    "IS Education and Training"
  ],
  "coverage_stats": {
    "total_themes": 22,
    "mapped": 22,
    "novel": 0
  }
}