ijlewis KAI-KratosAI commited on
Commit
adf1fa6
·
verified ·
0 Parent(s):

Duplicate from Kratos-AI/Flight_Booking_App_Screen_Recording_Dataset

Browse files

Co-authored-by: KAI <KAI-KratosAI@users.noreply.huggingface.co>

Files changed (14) hide show
  1. .gitattributes +60 -0
  2. README.md +80 -0
  3. sample_1.mp4 +3 -0
  4. sample_10.mp4 +3 -0
  5. sample_11.mp4 +3 -0
  6. sample_12.mp4 +3 -0
  7. sample_2.mp4 +3 -0
  8. sample_3.mp4 +3 -0
  9. sample_4.mov +3 -0
  10. sample_5.mp4 +3 -0
  11. sample_6.mp4 +3 -0
  12. sample_7.mp4 +3 -0
  13. sample_8.mp4 +3 -0
  14. sample_9.mp4 +3 -0
.gitattributes ADDED
@@ -0,0 +1,60 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ *.7z filter=lfs diff=lfs merge=lfs -text
2
+ *.arrow filter=lfs diff=lfs merge=lfs -text
3
+ *.bin filter=lfs diff=lfs merge=lfs -text
4
+ *.bz2 filter=lfs diff=lfs merge=lfs -text
5
+ *.ckpt filter=lfs diff=lfs merge=lfs -text
6
+ *.ftz filter=lfs diff=lfs merge=lfs -text
7
+ *.gz filter=lfs diff=lfs merge=lfs -text
8
+ *.h5 filter=lfs diff=lfs merge=lfs -text
9
+ *.joblib filter=lfs diff=lfs merge=lfs -text
10
+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
11
+ *.lz4 filter=lfs diff=lfs merge=lfs -text
12
+ *.mds filter=lfs diff=lfs merge=lfs -text
13
+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
14
+ *.model filter=lfs diff=lfs merge=lfs -text
15
+ *.msgpack filter=lfs diff=lfs merge=lfs -text
16
+ *.npy filter=lfs diff=lfs merge=lfs -text
17
+ *.npz filter=lfs diff=lfs merge=lfs -text
18
+ *.onnx filter=lfs diff=lfs merge=lfs -text
19
+ *.ot filter=lfs diff=lfs merge=lfs -text
20
+ *.parquet filter=lfs diff=lfs merge=lfs -text
21
+ *.pb filter=lfs diff=lfs merge=lfs -text
22
+ *.pickle filter=lfs diff=lfs merge=lfs -text
23
+ *.pkl filter=lfs diff=lfs merge=lfs -text
24
+ *.pt filter=lfs diff=lfs merge=lfs -text
25
+ *.pth filter=lfs diff=lfs merge=lfs -text
26
+ *.rar filter=lfs diff=lfs merge=lfs -text
27
+ *.safetensors filter=lfs diff=lfs merge=lfs -text
28
+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
29
+ *.tar.* filter=lfs diff=lfs merge=lfs -text
30
+ *.tar filter=lfs diff=lfs merge=lfs -text
31
+ *.tflite filter=lfs diff=lfs merge=lfs -text
32
+ *.tgz filter=lfs diff=lfs merge=lfs -text
33
+ *.wasm filter=lfs diff=lfs merge=lfs -text
34
+ *.xz filter=lfs diff=lfs merge=lfs -text
35
+ *.zip filter=lfs diff=lfs merge=lfs -text
36
+ *.zst filter=lfs diff=lfs merge=lfs -text
37
+ *tfevents* filter=lfs diff=lfs merge=lfs -text
38
+ # Audio files - uncompressed
39
+ *.pcm filter=lfs diff=lfs merge=lfs -text
40
+ *.sam filter=lfs diff=lfs merge=lfs -text
41
+ *.raw filter=lfs diff=lfs merge=lfs -text
42
+ # Audio files - compressed
43
+ *.aac filter=lfs diff=lfs merge=lfs -text
44
+ *.flac filter=lfs diff=lfs merge=lfs -text
45
+ *.mp3 filter=lfs diff=lfs merge=lfs -text
46
+ *.ogg filter=lfs diff=lfs merge=lfs -text
47
+ *.wav filter=lfs diff=lfs merge=lfs -text
48
+ # Image files - uncompressed
49
+ *.bmp filter=lfs diff=lfs merge=lfs -text
50
+ *.gif filter=lfs diff=lfs merge=lfs -text
51
+ *.png filter=lfs diff=lfs merge=lfs -text
52
+ *.tiff filter=lfs diff=lfs merge=lfs -text
53
+ # Image files - compressed
54
+ *.jpg filter=lfs diff=lfs merge=lfs -text
55
+ *.jpeg filter=lfs diff=lfs merge=lfs -text
56
+ *.webp filter=lfs diff=lfs merge=lfs -text
57
+ # Video files - compressed
58
+ *.mp4 filter=lfs diff=lfs merge=lfs -text
59
+ *.webm filter=lfs diff=lfs merge=lfs -text
60
+ sample_4.mov filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,80 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-4.0
3
+ pretty_name: 'Flight Booking App Screen Recording Dataset'
4
+ language:
5
+ - en
6
+ tags:
7
+ - screen-recording
8
+ - flight-booking
9
+ - travel
10
+ - mobile-app
11
+ - user-interface
12
+ - clickstream
13
+ - usability
14
+ - ai-research
15
+ - video-to-text
16
+ - ui-analysis
17
+ task_categories:
18
+ - video-classification
19
+ - video-text-to-text
20
+ size_categories:
21
+ - 1K<n<10K
22
+ ---
23
+
24
+ # Flight Booking App Screen Recording Dataset
25
+ *This dataset contains high-quality screen recordings of user interactions on flight booking applications. It has been carefully curated, cleaned, and anonymized to ensure accuracy, completeness, and compliance with privacy standards, making it suitable for AI training, UX research, and user behavior analysis.*
26
+
27
+ ## Contact
28
+ For queries or collaborations related to this dataset, contact:
29
+ - anoushka@kgen.io
30
+ - abhishek.vadapalli@kgen.io
31
+
32
+ ## Supported Tasks
33
+
34
+ - **Task Categories**:
35
+ - Video Classification
36
+ - Video-to-Text Generation
37
+
38
+ - **Supported Tasks**:
39
+ - Automatic captioning of flight booking workflows
40
+ - User journey segmentation (search → select → checkout → ticket confirmation)
41
+ - Action recognition (e.g., origin/destination selection, date picking, seat selection, payment)
42
+ - UX pattern analysis for flight booking apps
43
+ - Behavioral modeling for personalized travel recommendations
44
+ - Multimodal research in travel-tech applications
45
+
46
+ ## Languages
47
+
48
+ - **Primary Language**: English (UI, flight listings, and user interactions)
49
+
50
+ ## Dataset Creation
51
+
52
+ ### Curation Rationale
53
+ This dataset was created to advance AI research in travel applications and flight booking workflows. It enables models to understand step-by-step booking journeys, user decision-making, and preferences for better UX design and intelligent recommendation systems.
54
+
55
+ ### Source Data
56
+ - **Contributors**: Simulated user sessions on flight booking apps
57
+ - **Collection Process**: Screen recordings of diverse user activities including searching flights, applying filters, selecting flights and seats, completing payment, and receiving confirmation. All personally identifiable information (PII) is anonymized or removed.
58
+
59
+ ### Other Known Limitations
60
+ - **Size**: Dataset may not cover all edge cases (e.g., cancellations, refunds, customer service interactions)
61
+ - **Bias**: Recorded sessions may overrepresent certain routes, airlines, or traveler types
62
+ - **Platform-Specificity**: May not generalize across all flight booking apps or regional platforms
63
+
64
+ ## Intended Uses
65
+
66
+ ### ✅ Direct Use
67
+ - Training AI models for action recognition in flight booking workflows
68
+ - Research in human-computer interaction (HCI) and usability testing
69
+ - Automatic summarization of booking journeys
70
+ - Academic research in travel-tech UX and behavioral AI
71
+
72
+ ### ❌ Out-of-Scope Use
73
+ - Tracking or surveillance of real users without explicit consent
74
+ - Commercial exploitation without attribution or ethical clearance
75
+ - Extraction of sensitive payment or personal information
76
+ - Real-time monitoring or decision-making without human oversight
77
+
78
+ ## License
79
+
80
+ CC BY 4.0
sample_1.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ad2907862ac3a806e63ad37129ad6234ea32585efdb0addbfd7b1502ae35215e
3
+ size 123760392
sample_10.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8ebd154c3f9738c8a2cb5a5a53f14d6b03b0c84eb1b9a2777783e179df58e09e
3
+ size 140708186
sample_11.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c195afc3e6d488f2b45b6d61a96f56d63b93e6d47ee7210ac33ef9c5b3a32424
3
+ size 103647099
sample_12.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7da34d84d49cf7a17b96e7c22d961aacd4c24738832066183776c3e20562a2bf
3
+ size 58783520
sample_2.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:33c1b79442877f470a84e7cdd6fdc40e165d7f91e1f9f28cdeea22393990777a
3
+ size 108791524
sample_3.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1cfec0dda29ae5d1eec014f70fd976af30bab258aad54694514ecdcdbf4628e0
3
+ size 39980432
sample_4.mov ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:36ae59d76e0f786d943040ae05704f38e0e4f0e4abaf05c5de0637ecab68af09
3
+ size 123842049
sample_5.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a25c101427d5ebe09f338898ec6d52f6a6428b64584d612ac1aa2c7bc50746c6
3
+ size 111271631
sample_6.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:42730f2c7a16c323bf4834786c9c2539a226ac6499cefa435b62ef498b39a7f2
3
+ size 70840074
sample_7.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:39fe483a6b1b78cecaa98a65dfd9a08fa6185f99310db1c93c63f3b1ca66dd73
3
+ size 62523267
sample_8.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cb49b0669d3980dbc41af355e02db30805f56be5ea54a75ea965f8246aa809c6
3
+ size 91513379
sample_9.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d74278639afa1ce0b66aa580036bd5b7fb95fba62a7117d286704cfbd8aada20
3
+ size 109624185