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However, the existing methods pay little attention to the scale of the frame of discernment (FOD), which means a loss of information. Due to this reason, the existing methods cannot measure the difference of uncertain degree among different FODs. In this paper, an improved belief entropy is proposed in Dempster-Shafer framework. The proposed belief entropy takes into consideration more available information in the body of evidence (BOE), including the uncertain information modeled by the mass function, the cardinality of the proposition, and the scale of the FOD. The improved belief entropy is a new method for uncertainty measure in Dempster-Shafer framework. Based on the new belief entropy, a decision-making approach is designed. The validity of the new belief entropy is verified according to some numerical examples and the proposed decision-making approach.<\/jats:p>","DOI":"10.1155\/2017\/4359195","type":"journal-article","created":{"date-parts":[[2017,3,16]],"date-time":"2017-03-16T17:08:32Z","timestamp":1489684112000},"page":"1-15","source":"Crossref","is-referenced-by-count":29,"title":["An Improved Belief Entropy and Its Application in Decision-Making"],"prefix":"10.1155","volume":"2017","author":[{"given":"Deyun","family":"Zhou","sequence":"first","affiliation":[{"name":"School of Electronics and Information, Northwestern Polytechnical University, Xi\u2019an, Shaanxi 710072, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2568-9628","authenticated-orcid":true,"given":"Yongchuan","family":"Tang","sequence":"additional","affiliation":[{"name":"School of Electronics and Information, Northwestern Polytechnical University, Xi\u2019an, Shaanxi 710072, 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