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However, according to the literature on taxonomy development in information systems (IS), in most cases the process is ad hoc. BA taxonomies and frameworks are available in the literature; however, some are excessively general frameworks with a high-level conceptual focus, while others are application or domain-specific. Our paper aims to present a novel semi-automatic method for taxonomy development and maintenance in the field of BA using content analysis and text mining. The contribution of our research is threefold: (1) the taxonomy development method, (2) the draft taxonomy for BA, and (3) identifying the latest research areas and trends in BA. <\/jats:p>","DOI":"10.1142\/s0219622019300076","type":"journal-article","created":{"date-parts":[[2019,12,10]],"date-time":"2019-12-10T03:54:38Z","timestamp":1575950078000},"page":"97-126","source":"Crossref","is-referenced-by-count":21,"title":["A Research Review and Taxonomy Development for Decision Support and Business Analytics Using Semantic Text Mining"],"prefix":"10.1142","volume":"19","author":[{"given":"Andrea","family":"Ko","sequence":"first","affiliation":[{"name":"Department of Information Systems, Corvinus University of Budapest, H-1093 Budapest, F\u0151v\u00e1m t\u00e9r 13-15, Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Saira","family":"Gillani","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Bahria University, Karachi Campus, Karachi, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"219","published-online":{"date-parts":[[2020,1,28]]},"reference":[{"key":"S0219622019300076BIB002","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2014.05.013"},{"issue":"1","key":"S0219622019300076BIB003","first-page":"4","volume":"16","author":"Watson H. 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