NDLI: Introduction to special section on CAMRa2010: Movie recommendation in context

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Issue 4(Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers), September 2013

Issue 3(Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction), June 2013

Issue 2(Special section on agent communication, trust in multiagent systems, intelligent tutoring and coaching systems), March 2013

Issue 1(Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context), January 2013

Introduction to the special section on twitter and microblogging services

A content-driven framework for geolocating microblog users

Named entity recognition for tweets

Improving recency ranking using twitter data

Lexical normalization for social media text

Reorder user's tweets

Introduction to the special section on social recommender systems

Social factors in group recommender systems

Generating virtual ratings from chinese reviews to augment online recommendations

An approach to social recommendation for context-aware mobile services

Improving recommendation accuracy based on item-specific tag preferences

A modified random walk framework for handling negative ratings and generating explanations

Introduction to special section on CAMRa2010: Movie recommendation in context

An empirical comparison of social, collaborative filtering, and hybrid recommenders

Social temporal collaborative ranking for context aware movie recommendation

Mining contextual movie similarity with matrix factorization for context-aware recommendation

Mathematical description and analysis of adaptive risk choice behavior

An online system for multiple interacting targets tracking: Fusion of laser and vision, tracking and learning

ACM Transactions on Intelligent Systems and Technology (TIST) : Volume 3

ACM Transactions on Intelligent Systems and Technology (TIST) : Volume 2

ACM Transactions on Intelligent Systems and Technology (TIST) : Volume 1

Introduction to special section on CAMRa2010: Movie recommendation in context

Content Provider	ACM Digital Library
Author	Said, Alan De luca, Ernesto W. Berkovsky, Shlomo
Copyright Year	2013
Abstract	The challenge and workshop on Context-Aware Movie Recommendation (CAMRa2010) were conducted jointly in 2010 with the Recommender Systems conference. The challenge focused on three context-aware recommendation scenarios: time-based, mood-based, and social recommendation. The participants were provided with anonymized datasets from two real-world online movie recommendation communities and competed against each other for obtaining the highest accuracy of recommendations. The datasets contained contextual features, such as tags, annotation, social relationsips, and comments, normally not available in public recommendation datasets. More than 40 teams from 21 countries participated in the challenge. Their participation was summarized by 10 papers published by the workshop, which have been extended and revised for this special section. In this preface we overview the challenge datasets, tasks, evaluation metrics, and the obtained outcomes.
Starting Page	1
Ending Page	9
Page Count	9
File Format	PDF
ISSN	21576904
e-ISSN	21576912
DOI	10.1145/2414425.2414438
Volume Number	4
Issue Number	1
Journal	ACM Transactions on Intelligent Systems and Technology (TIST)
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2013-02-01
Publisher Place	New York
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Recommender systems Context-aware recommendations Context-awareness Datasets Social network analysis User modeling
Content Type	Text
Resource Type	Article
Subject	Artificial Intelligence Theoretical Computer Science

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Introduction to special section on CAMRa2010: Movie recommendation in context

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