Mining social data to extract intellectual knowledge
dc.contributor.author | Rahman, Muhammad Mahbubur | |
dc.date.accessioned | 2018-11-05T16:20:22Z | |
dc.date.available | 2018-11-05T16:20:22Z | |
dc.date.issued | 2012-09-04 | |
dc.description.abstract | Social 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.uri | https://ebiquity.umbc.edu/paper/html/id/788/Mining-social-data-to-extract-intellectual-knowledge | en_US |
dc.format.extent | 8 pages | en_US |
dc.genre | article | en_US |
dc.identifier | doi:10.13016/M20C4SP4C | |
dc.identifier.citation | Muhammad 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.2012.10.02 | en_US |
dc.identifier.uri | 10.5815/ijisa.2012.10.02 | |
dc.identifier.uri | http://hdl.handle.net/11603/11862 | |
dc.language.iso | en_US | en_US |
dc.relation.isAvailableAt | The University of Maryland, Baltimore County (UMBC) | |
dc.relation.ispartof | UMBC Computer Science and Electrical Engineering Department Collection | |
dc.relation.ispartof | UMBC Student Collection | |
dc.rights | This 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.subject | Data Mining | en_US |
dc.subject | Social Computing | en_US |
dc.subject | en_US | |
dc.subject | Intellectual Knowledge | en_US |
dc.subject | UMBC Ebiquity Research Group | en_US |
dc.title | Mining social data to extract intellectual knowledge | en_US |
dc.type | Text | en_US |