05161nam 22007815 450 99646593990331620200702062027.03-642-35542-010.1007/978-3-642-35542-4(CKB)3400000000102923(SSID)ssj0000855312(PQKBManifestationID)11469779(PQKBTitleCode)TC0000855312(PQKBWorkID)10928625(PQKB)10379785(DE-He213)978-3-642-35542-4(MiAaPQ)EBC3068790(PPN)168328887(EXLCZ)99340000000010292320121214d2012 u| 0engurnn#008mamaatxtccrBig Data Analytics[electronic resource] First International Conference, BDA 2012, New Delhi, India, December 24-26, 2012, Proceedings /edited by Srinath Srinivasa, Vasudha Bhatnagar1st ed. 2012.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2012.1 online resource (XIV, 181 p. 83 illus.)Information Systems and Applications, incl. Internet/Web, and HCI ;7678Bibliographic Level Mode of Issuance: Monograph3-642-35541-2 Includes bibliographical references and index.Perspectives on Big Data Analytics -- Scalable Analytics – Algorithms and Systems -- Big-Data – Theoretical, Engineering and Analytics Perspective -- Data Analytics Applications -- A Comparison of Statistical Machine Learning Methods in Heartbeat Detection and Classification -- Enhanced Query-By-Object Approach for Information Requirement Elicitation in Large Databases -- Cloud Computing and Big Data Analytics: What Is New from Databases Perspective? -- A Model of Virtual Crop Labs as a Cloud Computing Application for Enhancing Practical Agricultural Education -- Knowledge Discovery through Information Extraction -- Exploiting Schema and Documentation for Summarizing Relational Databases -- Faceted Browsing over Social Media -- Analog Textual Entailment and Spectral Clustering (ATESC) Based Summarization -- Economics of Gold Price Movement-Forecasting Analysis Using Macro-economic, Investor Fear and Investor Behavior Features -- Data Models in Analytics -- An Efficient Method of Building an Ensemble of Classifiers in Streaming Data -- I/O Efficient Algorithms for Block Hessenberg Reduction Using Panel Approach -- Luring Conditions and Their Proof of Necessity through Mathematical Modelling -- Efficient Recommendation for Smart TV Contents -- Materialized View Selection Using Simulated Annealing.This book constitutes the refereed proceedings of the First International Conference on Big Data Analytics, BDA 2012, held in New Delhi, India, in December 2012. The 5 regular papers and 5 short papers presented were carefully reviewed and selected from 42 submissions. The volume also contains two tutorial papers in the section perspectives on big data analytics. The regular contributions are organized in topical sections on: data analytics applications; knowledge discovery through information extraction; and data models in analytics.Information Systems and Applications, incl. Internet/Web, and HCI ;7678Application softwareArtificial intelligenceDatabase managementInformation storage and retrievalData miningAlgorithmsInformation Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Database Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/I18024Information Storage and Retrievalhttps://scigraph.springernature.com/ontologies/product-market-codes/I18032Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Application software.Artificial intelligence.Database management.Information storage and retrieval.Data mining.Algorithms.Information Systems Applications (incl. Internet).Artificial Intelligence.Database Management.Information Storage and Retrieval.Data Mining and Knowledge Discovery.Algorithm Analysis and Problem Complexity.006.3/12Srinivasa Srinathedthttp://id.loc.gov/vocabulary/relators/edtBhatnagar Vasudhaedthttp://id.loc.gov/vocabulary/relators/edtBDA 2012BOOK996465939903316Big data analytics1523196UNISA