LEADER 03459nam 22005295 450 001 9910254986403321 005 20200630005158.0 010 $a3-658-15728-3 024 7 $a10.1007/978-3-658-15728-9 035 $a(CKB)3710000000873030 035 $a(DE-He213)978-3-658-15728-9 035 $a(MiAaPQ)EBC4699868 035 $a(PPN)195510097 035 $a(EXLCZ)993710000000873030 100 $a20160913d2016 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAnalyzing Time Interval Data $b[electronic resource] $eIntroducing an Information System for Time Interval Data Analysis /$fby Philipp Meisen 205 $a1st ed. 2016. 210 1$aWiesbaden :$cSpringer Fachmedien Wiesbaden :$cImprint: Springer Vieweg,$d2016. 215 $a1 online resource (XXXI, 232 p. 65 illus., 8 illus. in color.) 300 $a"Research." 311 $a3-658-15727-5 320 $aIncludes bibliographical references. 327 $aModeling Time Interval Data -- Querying for Time Interval Data -- Similarity of Time Interval Data -- An Information System for Time Interval Data Analysis. 330 $aPhilipp Meisen introduces a model, a query language, and a similarity measure enabling users to analyze time interval data. The introduced tools are combined to design and realize an information system. The presented system is capable of performing analytical tasks (avoiding any type of summarizability problems), providing insights, and visualizing results processing millions of intervals within milliseconds using an intuitive SQL-based query language. The heart of the solution is based on several bitmap-based indexes, which enable the system to handle huge amounts of time interval data. Contents Modeling Time Interval Data Querying for Time Interval Data Similarity of Time Interval Data An Information System for Time Interval Data Analysis Target Groups Researchers and students in the field of information management Business analysts and dispatchers in the fields of online analytical processing (OLAP), data warehousing (DW), business intelligence (BI), workforce management, and data science The Author Philipp Meisen holds a doctoral degree from RWTH Aachen, where he was a research group leader at the Chair of Information Management in Mechanical Engineering. 606 $aComputers 606 $aData structures (Computer science) 606 $aSoftware engineering 606 $aInformation Systems and Communication Service$3https://scigraph.springernature.com/ontologies/product-market-codes/I18008 606 $aData Structures and Information Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/I15009 606 $aSoftware Engineering/Programming and Operating Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I14002 615 0$aComputers. 615 0$aData structures (Computer science). 615 0$aSoftware engineering. 615 14$aInformation Systems and Communication Service. 615 24$aData Structures and Information Theory. 615 24$aSoftware Engineering/Programming and Operating Systems. 676 $a005.7 700 $aMeisen$b Philipp$4aut$4http://id.loc.gov/vocabulary/relators/aut$0948375 906 $aBOOK 912 $a9910254986403321 996 $aAnalyzing Time Interval Data$92143738 997 $aUNINA