TY - BOOK AU - Atzmueller,Martin AU - Chin,Alvin AU - Scholz,Christoph AU - Trattner,Christoph ED - MUSE (Workshop) ED - MSM (Workshop) TI - 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 T2 - Lecture notes in artificial intelligence, SN - 9783319147239 AV - ZA4482 .M87 2015eb U1 - 006.7 23 PY - 2015/// CY - Cham PB - Springer KW - Social media KW - Congresses KW - Data mining KW - Multimedia systems KW - Recommender systems (Information filtering) KW - Médias sociaux KW - Congrès KW - Exploration de données (Informatique) KW - Multimédia KW - Systèmes de recommandation (Filtrage d'information) KW - bicssc KW - Artificial intelligence KW - Information retrieval KW - Computers KW - Database Management KW - Data Mining KW - bisacsh KW - Intelligence (AI) & Semantics KW - System Administration KW - Storage & Retrieval KW - fast KW - computerwetenschappen KW - computer sciences KW - informatieontsluiting KW - information retrieval KW - informatieopslag KW - information storage KW - kunstmatige intelligentie KW - artificial intelligence KW - datamining KW - data mining KW - Information and Communication Technology (General) KW - Informatie- en communicatietechnologie (algemeen) KW - Congress KW - proceedings (reports) KW - aat KW - Conference papers and proceedings KW - lcgft KW - Actes de congrès KW - rvmgf N1 - Includes author index; 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 N2 - 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 UR - https://link.springer.com/10.1007/978-3-319-14723-9 ER -