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Book
Social media mining : an introduction
Authors: --- ---
ISBN: 1139898493 1139904442 1139088513 1107018854 9781107018853 Year: 2014 Publisher: Cambridge : Cambridge University Press,

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Abstract

The growth of social media over the last decade has revolutionized the way individuals interact and industries conduct business. Individuals produce data at an unprecedented rate by interacting, sharing, and consuming content through social media. Understanding and processing this new type of data to glean actionable patterns presents challenges and opportunities for interdisciplinary research, novel algorithms and tool development. Social Media Mining integrates social media, social network analysis, and data mining to provide a coherent platform to understand the basics and potentials of social media mining. It introduces the unique problems arising from social media data and presents fundamental concepts, emerging issues, and effective algorithms for network analysis and data mining. Suitable for use in advanced undergraduate and beginning graduate courses as well as professional short courses, the text contains exercises of different degrees of difficulty that improve understanding and help apply concepts, principles and methods for social media mining.


Book
Behavior Computing : Modeling, Analysis, Mining and Decision
Authors: ---
ISBN: 1447162064 1447129687 9786613703446 1447129695 1280793058 Year: 2012 Publisher: London : Springer London : Imprint: Springer,

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Abstract

'Behavior' is an increasingly important concept in the scientific, societal, economic, cultural, political, military, living and virtual worlds. Behavior computing, or behavior informatics, consists of methodologies, techniques and practical tools for examining and interpreting behaviours in these various worlds. Behavior computing contributes to the in-depth understanding, discovery, applications and management of behavior intelligence. With contributions from leading researchers in this emerging field Behavior Computing: Modeling, Analysis, Mining and Decision includes chapters on: representation and modeling behaviors behavior ontology behaviour analysis behaviour pattern mining clustering complex behaviors classification of complex behaviors behaviour impact analysis social behaviour analysis organizational behaviour analysis behaviour computing applications Behavior Computing: Modeling, Analysis, Mining and Decision provides a dedicated source of reference for the theory and applications of behavior informatics and behavior computing. Researchers, research students and practitioners in behavior studies, including computer science, behavioral science, and social science communities will find this state of the art volume invaluable. .

Keywords

Behavioral assessment -- Data processing. --- Human behavior -- Computer simulation. --- Social media -- Psychological aspects. --- Social media --- Behavioral assessment --- Human behavior --- Sociology & Social History --- Engineering & Applied Sciences --- Social Sciences --- Computer Science --- Psychology --- Social Change --- Psychological aspects --- Data processing --- Computer simulation --- Data processing. --- Mathematical models. --- Computer science. --- Computers. --- Data mining. --- Information storage and retrieval. --- Artificial intelligence. --- Computer simulation. --- Computer Science. --- Models and Principles. --- Data Mining and Knowledge Discovery. --- Information Storage and Retrieval. --- Information Systems Applications (incl. Internet). --- Artificial Intelligence (incl. Robotics). --- Simulation and Modeling. --- Factor analysis --- Psychometrics --- Information storage and retrieva. --- Artificial Intelligence. --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Fifth generation computers --- Neural computers --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Informatics --- Science --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Cybernetics --- Calculators --- Cyberspace

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