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Mining, Modeling, and Recommending 'Things' in Social Media

4th International Workshops, MUSE 2013, Prague, Czech Republic, September 23, 2013, and MSM 2013, Paris, France, May 1, 2013, Revised Selected Papers

Paperback Engels 2015 2015e druk 9783319147222
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

This book constitutes the thoroughly refereed joint post-workshop proceedings of the 4th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2013, held in Prague, Czech Republic, in September 2013, and the 4th International Workshop on Modeling Social Media, MSM 2013, held in Paris, France, in May 2013.
The 8 full papers included in the book are revised and significantly extended versions of papers submitted to the workshops. The focus is on collective intelligence in ubiquitous and social environments. Issues tackled include personalization in social streams, recommendations exploiting social and ubiquitous data, and efficient information processing in social systems. Furthermore, this book presents work dealing with the problem of mining patterns from ubiquitous social data, including mobility mining and exploratory methods for ubiquitous data analysis.

Specificaties

ISBN13:9783319147222
Taal:Engels
Bindwijze:paperback
Aantal pagina's:160
Uitgever:Springer International Publishing
Druk:2015

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Inhoudsopgave

Exploratory Subgroup Analytics on Ubiquitous Data.- Personalized Network Activity Feeds: Finding Needles in Haystacks.- Ontology-Enabled Access Control and Privacy Recommendations.- Refining Frequency-Based Tag Reuse Predictions by Means of Time and Semantic Context.- Forgetting the Words but Remembering the Meaning: Modeling Forgetting in a Verbal and Semantic Tag Recommender.- Utilizing Online Social Network and Location-Based Data to Recommend Products and Categories in Online Marketplaces.- Open Smartphone Data for Structured Mobility and Utilization Analysis in Ubiquitous Systems.- Predictability Analysis of Aperiodic and Periodic Model for Long-Term Human Mobility Using Ambient Sensors.

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        Mining, Modeling, and Recommending 'Things' in Social Media