LEADER 05697nam 22007935 450 001 9910299252603321 005 20200703025052.0 010 $a3-319-14178-3 024 7 $a10.1007/978-3-319-14178-7 035 $a(CKB)3710000000337876 035 $a(EBL)1967853 035 $a(OCoLC)900193792 035 $a(SSID)ssj0001424596 035 $a(PQKBManifestationID)11869052 035 $a(PQKBTitleCode)TC0001424596 035 $a(PQKBWorkID)11363957 035 $a(PQKB)10050338 035 $a(DE-He213)978-3-319-14178-7 035 $a(MiAaPQ)EBC1967853 035 $a(PPN)183520734 035 $a(EXLCZ)993710000000337876 100 $a20150114d2015 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aSmart Information Systems $eComputational Intelligence for Real-Life Applications /$fedited by Frank Hopfgartner 205 $a1st ed. 2015. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015. 215 $a1 online resource (378 p.) 225 1 $aAdvances in Computer Vision and Pattern Recognition,$x2191-6586 300 $aDescription based upon print version of record. 311 $a3-319-14177-5 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aPart I: Smart Information Aggregation Services -- Intelligent News Aggregator for German with Sentiment Analysis -- Twitter Sentiment Tracking for Predicting Marketing Trends -- Health Assistance for Immigrants -- Information Aggregation in an Enterprise -- Part II: Personalization and Recommendation Services -- Semantic Movie Recommendations -- News Recommendation in Real-Time -- Personalized Information Access using Semantic Knowledge -- Personalized Fashion Advice -- Gamification of Workplace Activities -- Part III: Sensor-Based Knowledge Acquisition and Signal Processing Services -- Optimization of In-House Energy Demand -- Detecting Violent Content in Hollywood Movies and User-Generated Videos -- Discovery of Driving Behavior Patterns -- Intermodal Mobility Assistance for Megacities. 330 $aThis must-read text/reference presents an overview of smart information systems for both the private and public sector, highlighting the research questions that can be studied by applying computational intelligence. The book demonstrates how to transform raw data into effective smart information services, covering the challenges and potential of this approach. Each chapter describes the algorithms, tools, measures and evaluations used to answer important questions. This is then further illustrated by a diverse selection of case studies reflecting genuine problems faced by SMEs, multinational manufacturers, service companies, and the public sector. Topics and features: Provides a state-of-the-art introduction to the field, integrating contributions from both academia and industry Includes numerous individual use cases, which outline the need for smart information systems that help in typical situations faced by many on a daily basis Reviews novel information aggregation services that illustrate how textual data can be employed to generate smart information services Discusses personalization and recommendation systems that tailor information based on users? individual preferences Examines sensor-based knowledge acquisition services, describing how the analysis of sensor data can be used to provide a clear picture of our world Offering practical and accessible guidance for the application of computational intelligence to solving real-world problems, this volume will prove invaluable to researchers and professionals involved in information retrieval, machine learning and data analysis. Dr. Frank Hopfgartner is Director of the Competence Center Information Retrieval and Machine Learning of the Distributed Artificial Intelligence Laboratory, and lecturer at the Berlin Institute of Technology, Berlin, Germany. 410 0$aAdvances in Computer Vision and Pattern Recognition,$x2191-6586 606 $aMultimedia information systems 606 $aData mining 606 $aPattern recognition 606 $aManagement information systems 606 $aComputer science 606 $aArtificial intelligence 606 $aMultimedia Information Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I18059 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aManagement of Computing and Information Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I24067 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 615 0$aMultimedia information systems. 615 0$aData mining. 615 0$aPattern recognition. 615 0$aManagement information systems. 615 0$aComputer science. 615 0$aArtificial intelligence. 615 14$aMultimedia Information Systems. 615 24$aData Mining and Knowledge Discovery. 615 24$aPattern Recognition. 615 24$aManagement of Computing and Information Systems. 615 24$aArtificial Intelligence. 676 $a658.4038 702 $aHopfgartner$b Frank$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299252603321 996 $aSmart Information Systems$92519889 997 $aUNINA