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Ενδεικτικές εργασίες |
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Η τυπική δομή κάθε εργασίας είναι η εξής:
· Εισαγωγή στο θέμα
· Βιβλιογραφική επισκόπηση (literature survey, state-of-the-art)
· Τεχνικές αρχιτεκτονικές
· Παραδείγματα εφαρμογών (case-studies)
· Ερευνητικές κατευθύνσεις (research issues)
· Συμπεράσματα - προοπτικές
Η λίστα που ακολουθεί είναι ενδεικτική των θεμάτων που μπορούν να αποτελέσουν αντικείμενο εργασίας.
E-COMMERCE: social commerce Deriving Value from Social Commerce Networks E-COMMERCE: pricing products based on product reviews “Deriving the Pricing Power of Product Features by Mining Consumer Reviews”, Management Science E-COMMERCE: Economic theory in search “Towards a Theory Model for Product Search”, WWW 2011 BUSINESS PROCESSES: process mining Using Process Mining to Bridge the Gap between BI and BPM. IEEE Computer 44(12): 77-80 (2011) Time prediction based on process mining. Inf. Syst. 36(2): 450-475 (2011) Intra- and Inter-Organizational Process Mining: Discovering Processes within and between Organizations. PoEM 2011: 1-11 CROWDSOURCING: Human Computation “Managing Crowdsourced Human Computation”, WWW 2011 Papers from AAAI Workshop: Human Computation 2011 SOCIAL MEDIA: Social media in crisis management: microblogs Workshop summary: collaboration & crisis informatics (CCI'2012). CSCW (Companion) 2012: 13-14 (How) will the revolution be retweeted?: information diffusion and the 2011 Egyptian uprising. CSCW 2012: 7-16 Natural Language Processing to the Rescue? Extracting "Situational Awareness" Tweets During Mass Emergency. ICWSM 2011 Social media and collaborative systems for crisis management, ACM Transactions on Computer-Human Interaction (TOCHI) SOCIAL MEDIA: Social media in e-commerce “Designing Ranking Systems for Hotels on Travel Search Engines by Mining User-Generated and Crowd-Sourced Content” SOCIAL MEDIA: Social Web mining for event detection “Automatic Identification and Presentation of Twitter Content for Planned Events”. ICWSM 2011 “Beyond Trending Topics: Real-World Event Identification on Twitter”, ICWSM 2011 “Identifying Content for Planned Events Across Social Media Sites”, WSDM 2012 RECOMMENDER SYSTEMS: social recommenders Social Recommender Systems Tutorial - WWW 2011 RECOMMENDER SYSTEMS: diversity International Workshop on Novelty and Diversity in Recommender Systems http://ir.ii.uam.es/divers2011/programme.html “A Multi-Criteria Evaluation of a User-Generated Content Based Recommender System”, RecSys 2011 RECOMMENDER SYSTEMS: Unexpectedness On Unexpectedness in Recommender Systems: Or How to Expect the Unexpected (Panagiotis Adamopoulos and Alexander Tuzhilin, RecSys 2011) RECOMMENDER SYSTEMS: Mobile “A Study on Proactive Delivery of Restaurant Recommendations for Android Smartphones”, RecSys PEMA 2011 “Recommending Social Events from Mobile Phone Location Data”, ICDM 2010 RECOMMENDER SYSTEMS: Social context “Improving Recommender Systems by Incorporating Social Contextual Information”, ACM Transactions on Information Systems, Volume 29 RECOMMENDER SYSTEMS: Travel applications “Learning travel recommendations from user-generated GPS traces”, ACM Transactions on Intelligent Systems and Technology, Volume 2 SOCIAL NETWORKS: privacy Gourses S. and B. Berendt (2011) The Social Web and Privacy: Practices, Reciprocity and Confict Detection in Social Networks In: Elena Ferrari and Francesco Bonchi (Eds.): Privacy-Aware Knowledge Discovery. SOCIAL NETWORKS: Business Applications “Social Network Analysis and Mining for Business Applications”, ACM Transactions on Intelligent Systems and Technology, Volume 2 |
