Mining social data to extract intellectual knowledge

dc.contributor.authorRahman, Muhammad Mahbubur
dc.date.accessioned2018-11-05T16:20:22Z
dc.date.available2018-11-05T16:20:22Z
dc.date.issued2012-09-04
dc.description.abstractSocial data mining is an interesting phenomenon which colligates different sources of social data to extract information. This information can be used in relationship prediction, decision making, pat-tern recognition, social mapping, responsibility distri-bution and many other applications. This paper presents a systematical data mining architecture to mine intellectual knowledge from social data. In this research, we use social networking site facebook as primary data source. We collect different attributes such as about me, comments, wall post and age from facebook as raw data and use advanced data mining approaches to excavate intellectual knowledge. We also analyze our mined knowledge with comparison for possible usages like as human behavior prediction, pattern recognition, job responsibility distribution, decision making and product promoting.en_US
dc.description.urihttps://ebiquity.umbc.edu/paper/html/id/788/Mining-social-data-to-extract-intellectual-knowledgeen_US
dc.format.extent8 pagesen_US
dc.genrearticleen_US
dc.identifierdoi:10.13016/M20C4SP4C
dc.identifier.citationMuhammad Mahbubur Rahman, Mining social data to extract intellectual knowledge, International Journal of Intelligent Systems and Applications(IJISA), vol.4, no.10, pp.15-24, 2012, DOI: 10.5815/ijisa.2012.10.02en_US
dc.identifier.uri10.5815/ijisa.2012.10.02
dc.identifier.urihttp://hdl.handle.net/11603/11862
dc.language.isoen_USen_US
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department Collection
dc.relation.ispartofUMBC Student Collection
dc.rightsThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.
dc.subjectData Miningen_US
dc.subjectSocial Computingen_US
dc.subjectFacebooken_US
dc.subjectIntellectual Knowledgeen_US
dc.subjectUMBC Ebiquity Research Groupen_US
dc.titleMining social data to extract intellectual knowledgeen_US
dc.typeTexten_US

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