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010   $a3-030-19408-6
024 7 $a10.1007/978-3-030-19408-6
035   $a(CKB)4100000008409603
035   $a(MiAaPQ)EBC5788434
035   $a(DE-He213)978-3-030-19408-6
035   $a(PPN)242825400
035   $a(EXLCZ)994100000008409603
100   $a20190611d2019      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aHuman Activity Recognition and Behaviour Analysis $eFor Cyber-Physical Systems in Smart Environments /$fby Liming Chen, Chris D. Nugent
205   $a1st ed. 2019.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019.
215   $a1 online resource (268 pages)
300   $aIncludes index.
311   $a3-030-19407-8 
327   $aChapter 1. Introduction -- Chapter 2. Sensor-based Activity Recognition Review -- Chapter 3. An Ontology-based Approach to Activity Recognition -- Chapter 4. A Hybrid Approach to Activity Modelling -- Chapter 5. Time-window based Data Segmentation -- Chapter 6. Semantic-based Sensor Data Segmentation -- Chapter 7. Composite Activity Recognition -- Chapter 8. Semantic Smart Homes: Towards a Knowledge-rich Smart Environment -- Chapter 9. Semantic Smart Homes: Situation-aware Assisted Living -- Chapter 10. Human Centred Cyber Physical Systems.
330   $aThe book first defines the problems, various concepts and notions related to activity recognition, and introduces the fundamental rationale and state-of-the-art methodologies and approaches. It then describes the use of artificial intelligence techniques and advanced knowledge technologies for the modelling and lifecycle analysis of human activities and behaviours based on real-time sensing observations from sensor networks and the Internet of Things. It also covers inference and decision-support methods and mechanisms, as well as personalization and adaptation techniques, which are required for emerging smart human-machine pervasive systems, such as self-management and assistive technologies in smart healthcare. Each chapter includes theoretical background, technological underpinnings and practical implementation, and step-by-step information on how to address and solve specific problems in topical areas. This monograph can be used as a textbook for postgraduate and PhD students on courses such as computer systems, pervasive computing, data analytics and digital health. It is also a valuable research reference resource for postdoctoral candidates and academics in relevant research and application domains, such as data analytics, smart cities, smart energy, and smart healthcare, to name but a few. Moreover, it offers smart technology and application developers practical insights into the use of activity recognition and behaviour analysis in state-of-the-art cyber-physical systems. Lastly, it provides healthcare solution developers and providers with information about the opportunities and possible innovative solutions for personalized healthcare and stratified medicine.
606   $aPattern recognition
606   $aApplication software
606   $aComputer communication systems
606   $aBig data
606   $aInput-output equipment (Computers)
606   $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X
606   $aComputer Appl. in Social and Behavioral Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/I23028
606   $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040
606   $aComputer Communication Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/I13022
606   $aBig Data/Analytics$3https://scigraph.springernature.com/ontologies/product-market-codes/522070
606   $aInput/Output and Data Communications$3https://scigraph.springernature.com/ontologies/product-market-codes/I12042
615  0$aPattern recognition.
615  0$aApplication software.
615  0$aComputer communication systems.
615  0$aBig data.
615  0$aInput-output equipment (Computers).
615 14$aPattern Recognition.
615 24$aComputer Appl. in Social and Behavioral Sciences.
615 24$aInformation Systems Applications (incl. Internet).
615 24$aComputer Communication Networks.
615 24$aBig Data/Analytics.
615 24$aInput/Output and Data Communications.
676   $a006.3
700   $aChen$b Liming$4aut$4http://id.loc.gov/vocabulary/relators/aut$01058376
702   $aNugent$b Chris D$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910337575603321
996   $aHuman Activity Recognition and Behaviour Analysis$92499606
997   $aUNINA