decat 2015 - international workshop on deep content analytics techniques for personalized and...
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DeCAT 2015 International Workshop on
Deep Content Analytics Techniques for Personalized and Intelligent Services
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro
Dublin (Ireland) - June 30, 2015
Workshop Chairs
2Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
Lora Aroyo Geert-Jan Houben
Pasquale Lops Cataldo Musto Giovanni SemeraroUniversity of Bari - Italy University of Bari - Italy University of Bari - Italy
VU University Amsterdam - The Netherlands Delft University of Technology - The Netherlands
Background
3Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
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can be considered as novel data silos
Web and Social Media
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
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Web and Social Media
information about preferencesLora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
6information about connections
Web and Social Media
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
7information about people feelings
Web and Social Media
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
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changed the rule for content analytics
Web and Social Media
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
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DeCAT 2015
Can these novel ’data silos’ be useful for complex personalization tasks?
(Some) Motivations
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
Which data silos are more effective to model user interests and preferences?
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DeCAT 2015
Does ”semantics” improve the effectiveness of intelligent and adaptive services?
(Some) Motivations
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
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DeCAT 2015(Some) Motivations
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
Can the analysis of content coming from social media reveal some latent information about people
(e.g., features, abilities, preferences, personality traits) ?
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DeCAT 2015Submissions
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
5 submissions accepted
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DeCAT 2015Submissions :: Keywords
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
Charlie Abela, Chris Staff and Siegfried Handschuh. Automatic Task-Cluster Generation based on Document
Switching and Revisitation
Personal Information Management
George Panagopoulos, Pythagoras Karampiperis, Antonis Koukourikos and Sotiris Konstantinidis.
Creativity Profiling Server: Modelling the Principal Components of Human Creativity over Texts
User Profiling, Creativity
Martina Matta, Maria Ilaria Lunesu and Michele Marchesi. Bitcoin Spread Prediction Using Social And Web
Search MediaSocial Media Analysis
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Avar Pentel Employing Relation Between Reading and Writing Skills
on Age Based Categorization of Short Estonian Texts Short Text Classification
Recommender SystemsPierpaolo Basile, Annalina Caputo, Marco De Gemmis,
Pasquale Lops and Giovanni Semeraro. Modeling Short-Term Preferences in Time-Aware
Recommender Systems
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DeCAT 2015Submissions :: Tag Cloud
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
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DeCAT 2015Program
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
9.40 - 9.45Opening
9.45 - 10.30 Session 1: Exploiting Social Media for Content Analytics
09.45 – 10.10: Martina Matta, Maria Ilaria Lunesu and Michele Marchesi. Bitcoin Spread Prediction Using Social And Web Search Media
10.10 – 10.30: Avar Pentel. Employing Relation Between Reading and Writing Skills on Age Based Categorization of Short Estonian Texts (Short Paper)
10.30 - 11.00Coffee Break
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DeCAT 2015Program
Lora Aroyo, Geert-Jan Houben, Pasquale Lops, Cataldo Musto, Giovanni Semeraro - DeCAT@UMAP 2015: International Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, Dublin (Ireland), 30.06.15
11.00 - 12.15 Session 2: Content Analytics for Intelligent Applications
11.00 – 11.25: Pierpaolo Basile, Annalina Caputo, Marco De Gemmis, Pasquale Lops and Giovanni Semeraro. Modeling Short-Term Preferences in Time-Aware Recommender Systems
10.10 – 10.30: Charlie Abela, Chris Staff and Siegfried Handschuh. Automatic Task-Cluster Generation based on Document Switching and Revisitation
11.50 – 12.15: George Panagopoulos, Pythagoras Karampiperis, Antonis Koukourikos and Sotiris Konstantinidis. Creativity Profiling Server: Modelling the Principal Components of Human Creativity over Texts
12.15 - 12.30 Final Remarks