{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T05:49:28Z","timestamp":1722491368436},"reference-count":36,"publisher":"World Scientific Pub Co Pte Lt","issue":"04","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Info. Tech. Dec. Mak."],"published-print":{"date-parts":[[2008,12]]},"abstract":" Despite the rapid development, the field of data mining and knowledge discovery (DMKD) is still vaguely defined and lack of integrated descriptions. This situation causes difficulties in teaching, learning, research, and application. This paper surveys a large collection of DMKD literature to provide a comprehensive picture of current DMKD research and classify these research activities into high-level categories using grounded theory approach; it also evaluates the longitudinal changes of DMKD research activities during the last decade. <\/jats:p>","DOI":"10.1142\/s0219622008003204","type":"journal-article","created":{"date-parts":[[2008,12,30]],"date-time":"2008-12-30T10:05:52Z","timestamp":1230631552000},"page":"639-682","source":"Crossref","is-referenced-by-count":269,"title":["A DESCRIPTIVE FRAMEWORK FOR THE FIELD OF DATA MINING AND KNOWLEDGE DISCOVERY"],"prefix":"10.1142","volume":"07","author":[{"given":"YI","family":"PENG","sequence":"first","affiliation":[{"name":"School of Management and Economics, University of Electronic Science and Technology of China, Chengdu 610054, China"}]},{"given":"GANG","family":"KOU","sequence":"additional","affiliation":[{"name":"School of Management and Economics, University of Electronic Science and Technology of China, Chengdu 610054, China"}]},{"given":"YONG","family":"SHI","sequence":"additional","affiliation":[{"name":"CAS Research Center on Fictitious Economy and Data Sciences, Beijing 100080, China"},{"name":"College of Information Science and Technology, University of Nebraska at Omaha, NE 68182, USA"}]},{"given":"ZHENGXIN","family":"CHEN","sequence":"additional","affiliation":[{"name":"College of Information Science & Technology, University of Nebraska at Omaha, NE 68182, USA"}]}],"member":"219","published-online":{"date-parts":[[2011,11,20]]},"reference":[{"key":"rf2","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"Fayyad U. M.","year":"1996"},{"key":"rf3","doi-asserted-by":"publisher","DOI":"10.1142\/S021962200600226X"},{"key":"rf5","doi-asserted-by":"publisher","DOI":"10.1145\/240455.240464"},{"key":"rf6","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009726428407"},{"key":"rf10","volume-title":"The Discovery of Grounded Theory: Strategies for Qualitative Research","author":"Glaser B. G.","year":"1967"},{"key":"rf11","volume-title":"Basics of Qualitative Research: Grounded Theory Procedures and Techniques","author":"Strauss A. L.","year":"1990"},{"key":"rf12","doi-asserted-by":"publisher","DOI":"10.2307\/2392366"},{"key":"rf13","doi-asserted-by":"publisher","DOI":"10.1177\/002188638602200207"},{"key":"rf14","doi-asserted-by":"publisher","DOI":"10.2307\/256328"},{"key":"rf15","doi-asserted-by":"publisher","DOI":"10.2307\/249774"},{"key":"rf16","doi-asserted-by":"publisher","DOI":"10.3109\/01460869609026851"},{"key":"rf17","doi-asserted-by":"publisher","DOI":"10.1016\/S0959-8022(98)00017-4"},{"key":"rf18","doi-asserted-by":"publisher","DOI":"10.1016\/j.healthpol.2004.11.013"},{"key":"rf19","doi-asserted-by":"publisher","DOI":"10.1145\/506732.506738"},{"key":"rf22","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"Fayyad U. M.","year":"1996"},{"key":"rf23","doi-asserted-by":"publisher","DOI":"10.1145\/506740.506745"},{"key":"rf24","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.129"},{"key":"rf25","doi-asserted-by":"publisher","DOI":"10.1023\/B:DAMI.0000015870.80026.6a"},{"key":"rf27","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622002000038"},{"key":"rf28","volume":"4","author":"Shi Y.","journal-title":"Int. J. Inform. Tech. Decis. Making"},{"key":"rf29","doi-asserted-by":"publisher","DOI":"10.1145\/959242.959245"},{"key":"rf32","doi-asserted-by":"publisher","DOI":"10.1145\/240455.240463"},{"key":"rf34","doi-asserted-by":"publisher","DOI":"10.2307\/249333"},{"key":"rf35","doi-asserted-by":"publisher","DOI":"10.1145\/959242.959253"},{"key":"rf36","doi-asserted-by":"publisher","DOI":"10.1145\/772862.772886"},{"key":"rf38","volume-title":"The Research Act","author":"Denzin N. K.","year":"1978"},{"key":"rf42","doi-asserted-by":"publisher","DOI":"10.1145\/331499.331504"},{"key":"rf43","doi-asserted-by":"publisher","DOI":"10.1023\/B:MACH.0000027785.44527.d6"},{"key":"rf47","doi-asserted-by":"publisher","DOI":"10.1145\/361219.361220"},{"key":"rf49","doi-asserted-by":"publisher","DOI":"10.1108\/eb046814"},{"key":"rf52","volume-title":"Data Mining: Concepts and Techniques","author":"Han J.","year":"2000"},{"key":"rf53","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622006002271"},{"key":"rf54","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622006002258"},{"key":"rf55","volume-title":"Functional Genomics: Methods and Protocols","author":"Zhao Y.","year":"2003"},{"key":"rf56","volume-title":"Data Mining: Concepts and Techniques","author":"Han J.","year":"2006"},{"key":"rf58","doi-asserted-by":"publisher","DOI":"10.1145\/360402.360406"}],"container-title":["International Journal of Information Technology & Decision Making"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0219622008003204","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T23:05:49Z","timestamp":1565132749000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0219622008003204"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,12]]},"references-count":36,"journal-issue":{"issue":"04","published-online":{"date-parts":[[2011,11,20]]},"published-print":{"date-parts":[[2008,12]]}},"alternative-id":["10.1142\/S0219622008003204"],"URL":"https:\/\/doi.org\/10.1142\/s0219622008003204","relation":{},"ISSN":["0219-6220","1793-6845"],"issn-type":[{"value":"0219-6220","type":"print"},{"value":"1793-6845","type":"electronic"}],"subject":[],"published":{"date-parts":[[2008,12]]}}}