{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T06:42:11Z","timestamp":1777704131578,"version":"3.51.4"},"reference-count":79,"publisher":"SAGE Publications","issue":"3","license":[{"start":{"date-parts":[[2020,5,18]],"date-time":"2020-05-18T00:00:00Z","timestamp":1589760000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"published-print":{"date-parts":[[2020,10,7]]},"abstract":"<jats:p>\u00a0Trapezoidal fuzzy neutrosophic decision making plays an important role in decision-making processes with uncertain, indeterminate, and inconsistent information. In this paper, we propose a new multi-attribute decision-making method based on decision-making trial and evaluation laboratory (DEMATEL), fuzzy distance, and linear assignment method (LAM), and we express evaluation values as the trapezoidal fuzzy neutrosophic numbers (TrFNNs). First, attribute weights are obtained using the DEMATEL method and the new fuzzy distance of TrFNNs based on graded mean integration representation is defined. Then, alternatives are ranked using the LAM in operations research. In addition, we make two comparative analyses in the end to illustrate the feasibility and rationality of our method. Finally, an illustrative example about typhoon disaster assessment is presented to show the advantages of the proposed method.<\/jats:p>","DOI":"10.3233\/jifs-191758","type":"journal-article","created":{"date-parts":[[2020,5,19]],"date-time":"2020-05-19T12:26:37Z","timestamp":1589891197000},"page":"3413-3439","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":10,"title":["Multiple attribute decision making method based on DEMATEL and fuzzy distance of trapezoidal fuzzy neutrosophic numbers and its application in typhoon disaster evaluation"],"prefix":"10.1177","volume":"39","author":[{"given":"Ruipu","family":"Tan","sequence":"first","affiliation":[{"name":"College of Electronics and Information Science, Fujian Jiangxia University, Fuzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wende","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Economics and Management, Fuzhou University, Fuzhou, China"},{"name":"Institute of Information Management, Fuzhou University, Fuzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2020,5,18]]},"reference":[{"issue":"6","key":"e_1_3_2_2_2","first-page":"1","article-title":"Typhoon disaster assessment based on Dombi hesitant fuzzy information aggregation operators","volume":"90","author":"He X.","year":"2018","unstructured":"HeX., Typhoon disaster assessment based on Dombi hesitant fuzzy information aggregation operators, Natural Hazards 90(6) (2018), 1\u201323.","journal-title":"Natural Hazards"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11069-014-1450-7"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-018-3404-6"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0019-9958(65)90241-X"},{"key":"e_1_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0165-0114(86)80034-3"},{"key":"e_1_3_2_7_2","first-page":"1378","article-title":"On hesitant fuzzy sets and decision","author":"Torra V.","year":"2009","unstructured":"TorraV., NarukawaY., On hesitant fuzzy sets and decision, Proceedings of the IEEE International Conference on Fuzzy Systems, Jeju Island (2009), 1378\u20131382.","journal-title":"Proceedings of the IEEE International Conference on Fuzzy Systems, Jeju Island"},{"key":"e_1_3_2_8_2","first-page":"1","article-title":"Picture fuzzy sets- A new concept for computational intelligence problems","author":"Cuong B.C.","year":"2013","unstructured":"CuongB.C., KreinovichV., Picture fuzzy sets- A new concept for computational intelligence problems, Proceedings of the third World Congress on Information and Communication Technologies (WICT 2013), Hanoi, 2013, 1\u20136.","journal-title":"Proceedings of the third World Congress on Information and Communication Technologies (WICT 2013), Hanoi"},{"key":"e_1_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2013.2278989"},{"key":"e_1_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1002\/int.21946"},{"key":"e_1_3_2_11_2","unstructured":"SmarandacheF. Neutrosophy: Neutrosophic Probability Set and Logic American Research Press: Rehoboth DE USA 1999."},{"key":"e_1_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-151782"},{"key":"e_1_3_2_13_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocs.2018.01.003"},{"key":"e_1_3_2_14_2","first-page":"70","article-title":"Correlation Coefficient Measures of Interval Bipolar Neutrosophic Sets for Solving Multi-Attribute Decision Making Problems","volume":"19","author":"Pramanik S.","year":"2018","unstructured":"PramanikS., DeyP.P., SmarandacheF., Correlation Coefficient Measures of Interval Bipolar Neutrosophic Sets for Solving Multi-Attribute Decision Making Problems, Neutrosophic Sets & Systems 19 (2018), 70\u201379.","journal-title":"Neutrosophic Sets & Systems"},{"key":"e_1_3_2_15_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-016-2479-1"},{"key":"e_1_3_2_16_2","first-page":"410","article-title":"Single valued neutrosophic sets","volume":"4","author":"Wang H.","year":"2010","unstructured":"WangH., SmarandacheF., ZhangY.Q., SunderramanR., Single valued neutrosophic sets, Multispace and Multistructure 4 (2010), 410\u2013413.","journal-title":"Multispace and Multistructure"},{"key":"e_1_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-019-04535-w"},{"issue":"5","key":"e_1_3_2_18_2","first-page":"2459","article-title":"A multicriteria decision-making method using aggregation operators for simplified neutrosophic sets","volume":"26","author":"Ye J.","year":"2014","unstructured":"YeJ., A multicriteria decision-making method using aggregation operators for simplified neutrosophic sets, Journal of Fuzzy Systems 26(5) (2014), 2459\u20132466.","journal-title":"Journal of Fuzzy Systems"},{"issue":"6","key":"e_1_3_2_19_2","first-page":"1139","article-title":"TODIM method with multi-valued neutrosophic sets","volume":"30","author":"Wang J.Q.","year":"2015","unstructured":"WangJ.Q., LiX.E., TODIM method with multi-valued neutrosophic sets, Control & Decision 30(6) (2015), 1139\u20131142.","journal-title":"Control & Decision"},{"key":"e_1_3_2_20_2","doi-asserted-by":"publisher","DOI":"10.3390\/sym10040115"},{"key":"e_1_3_2_21_2","volume-title":"Interval neutrosophic sets and logic: Theory and applications in computing","author":"Wang H.","year":"2005","unstructured":"WangH., SmarandacheF., ZhangY.Q., SunderramanR., Interval neutrosophic sets and logic: Theory and applications in computing, Hexis, Phoenix, AZ, 2005."},{"key":"e_1_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-019-0101-8"},{"key":"e_1_3_2_23_2","doi-asserted-by":"publisher","DOI":"10.1080\/02522667.2018.1541782"},{"key":"e_1_3_2_24_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2018.12.052"},{"issue":"2","key":"e_1_3_2_25_2","first-page":"163","article-title":"Multiple criteria decision making based on Frank Choquet Heronian mean operator for single-valued neutrosophic sets","volume":"18","author":"Garg H.","year":"2019","unstructured":"GargH. and Nancy, Multiple criteria decision making based on Frank Choquet Heronian mean operator for single-valued neutrosophic sets, Applied and Computational Mathematics 18(2) (2019), 163\u2013188.","journal-title":"Applied and Computational Mathematics"},{"key":"e_1_3_2_26_2","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2019.1911522"},{"key":"e_1_3_2_27_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2019.02.031"},{"key":"e_1_3_2_28_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2019.01.035"},{"key":"e_1_3_2_29_2","first-page":"41","article-title":"Similarity measure of refined singlevalued neutrosophic sets and its multicriteria decision making method","volume":"12","author":"Ye J.","year":"2016","unstructured":"YeJ., SmarandacheF., Similarity measure of refined singlevalued neutrosophic sets and its multicriteria decision making method, Neutrosophic Sets Syst 12 (2016), 41\u201344.","journal-title":"Neutrosophic Sets Syst"},{"key":"e_1_3_2_30_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-014-1787-6"},{"key":"e_1_3_2_31_2","first-page":"46","article-title":"Cosine Similarity Measure Based Multi-attribute Decision-making with Trapezoidal Fuzzy Neutrosophic Numbers","volume":"8","author":"Biswas P.","year":"2014","unstructured":"BiswasP., PramanikS., GiriB.C., Cosine Similarity Measure Based Multi-attribute Decision-making with Trapezoidal Fuzzy Neutrosophic Numbers, Neutrosophic Sets & Systems 8 (2014), 46\u201356.","journal-title":"Neutrosophic Sets & Systems"},{"key":"e_1_3_2_32_2","doi-asserted-by":"publisher","DOI":"10.3233\/JIFS-161984"},{"key":"e_1_3_2_33_2","volume-title":"An Invitation to Further Thought within the Framework of DEMATEL","author":"Gabus A.","year":"1972","unstructured":"GabusA., FontelaE., An Invitation to Further Thought within the Framework of DEMATEL, World Problems, Battelle Geneva Research Centre: Geneva, Switzerland, 1972."},{"key":"e_1_3_2_34_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.01.031"},{"issue":"5","key":"e_1_3_2_35_2","first-page":"571","article-title":"A fuzzy DEMATEL-ANP based multi criteria decision making approach for personnel selection","volume":"20","author":"Kabak M.","year":"2013","unstructured":"KabakM., A fuzzy DEMATEL-ANP based multi criteria decision making approach for personnel selection, Journal of Multiple-Valued Logic & Soft Computing 20(5) (2013), 571\u2013593.","journal-title":"Journal of Multiple-Valued Logic & Soft Computing"},{"key":"e_1_3_2_36_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.09.011"},{"key":"e_1_3_2_37_2","doi-asserted-by":"publisher","DOI":"10.1142\/9789813146976_0007"},{"key":"e_1_3_2_38_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2017.07.040"},{"key":"e_1_3_2_39_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.06.037"},{"key":"e_1_3_2_40_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.04.030"},{"issue":"1","key":"e_1_3_2_41_2","first-page":"1","article-title":"A novel intuitionistic fuzzy DEMATEL-ANP-TOPSIS integrated methodology for freight village location selection","volume":"36","author":"Kara\u015fan A.","year":"2017","unstructured":"Kara\u015fanA. and KahramanC., A novel intuitionistic fuzzy DEMATEL-ANP-TOPSIS integrated methodology for freight village location selection, Journal of Intelligent & Fuzzy Systems 36(1\u20132) (2017), 1\u201318.","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"e_1_3_2_42_2","doi-asserted-by":"publisher","DOI":"10.5267\/j.dsl.2014.11.002"},{"key":"e_1_3_2_43_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2017.08.002"},{"key":"e_1_3_2_44_2","first-page":"1","article-title":"The Shapley weighting vector-based neutrosophic aggregation operator in DEMATEL method","author":"Awang A.","year":"2019","unstructured":"AwangA., GhaniA.T.A., AbdullaL., AhmadM.F., The Shapley weighting vector-based neutrosophic aggregation operator in DEMATEL method, Proceedings of the 3rd International Conference on Mathematics Science and Statistics, (2019), 1\u20138.","journal-title":"Proceedings of the 3rd International Conference on Mathematics Science and Statistics"},{"key":"e_1_3_2_45_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10617-018-9203-6"},{"key":"e_1_3_2_46_2","doi-asserted-by":"publisher","DOI":"10.3233\/JIFS-16042"},{"key":"e_1_3_2_47_2","doi-asserted-by":"publisher","DOI":"10.1002\/int.22162"},{"key":"e_1_3_2_48_2","doi-asserted-by":"publisher","DOI":"10.1002\/int.22133"},{"key":"e_1_3_2_49_2","doi-asserted-by":"publisher","DOI":"10.1515\/jisys-2013-0091"},{"issue":"1","key":"e_1_3_2_50_2","first-page":"165","article-title":"Similarity measures between interval neutrosophic sets and their applications in multicriteria decision making","volume":"26","author":"Ye J.","year":"2014","unstructured":"YeJ., Similarity measures between interval neutrosophic sets and their applications in multicriteria decision making, Journal of Intelligent Systems 26(1) (2014), 165\u2013172.","journal-title":"Journal of Intelligent Systems"},{"issue":"4","key":"e_1_3_2_51_2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2018\/7325938","article-title":"Some Similarity Measures of Neutrosophic Sets Based on the Euclidean Distance and Their Application in Medical Diagnosis","volume":"2018","author":"Liu D.","year":"2018","unstructured":"LiuD., LiuG., LiuZ., Some Similarity Measures of Neutrosophic Sets Based on the Euclidean Distance and Their Application in Medical Diagnosis, Computational and Mathematical Methods in Medicine 2018(4) (2018), 1\u20139.","journal-title":"Computational and Mathematical Methods in Medicine"},{"key":"e_1_3_2_52_2","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-017-0719-z"},{"key":"e_1_3_2_53_2","doi-asserted-by":"publisher","DOI":"10.3390\/sym10110602"},{"key":"e_1_3_2_54_2","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-018-3487-5"},{"key":"e_1_3_2_55_2","volume-title":"Proceeding of the 2016 IEEE Symposium Series on Computational Intelligence (SSCI)","author":"Kandasamy I.","year":"2017","unstructured":"KandasamyI., SmarandacheF., Clustering Algorithm of Triple Refined Indeterminate Neutrosophic Set for Personality Grouping, Proceeding of the 2016 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, Athens, Greece, 2017."},{"key":"e_1_3_2_56_2","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-141211"},{"key":"e_1_3_2_57_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2015.10.002"},{"key":"e_1_3_2_58_2","first-page":"47","article-title":"Interval Neutrosophic Tangent Similarity Measure Based Madm Strategy and Its Application to Madm Problems","volume":"19","author":"Mondal K.","year":"2018","unstructured":"MondalK., PramanikS., GiriB.C., Interval Neutrosophic Tangent Similarity Measure Based Madm Strategy and Its Application to Madm Problems, Neutrosophic Sets and Systems 19 (2018), 47\u201355.","journal-title":"Neutrosophic Sets and Systems"},{"key":"e_1_3_2_59_2","first-page":"48","article-title":"Dice Similarity Measure between Single Valued Neutrosophic Multisets and Its Application in Medical Diagnosis","volume":"6","author":"Ye S.","year":"2014","unstructured":"YeS., YeJ., Dice Similarity Measure between Single Valued Neutrosophic Multisets and Its Application in Medical Diagnosis, Neutrosophic Sets and Systems 6 (2014), 48\u201353.","journal-title":"Neutrosophic Sets and Systems"},{"issue":"153","key":"e_1_3_2_60_2","first-page":"1","article-title":"Vector Similarity Measures between Refined Simplified Neutrosophic Sets and Their Multiple Attribute Decision-Making Method","volume":"9","author":"Chen J.Q.","year":"2017","unstructured":"ChenJ.Q., YeJ., DuS.G., Vector Similarity Measures between Refined Simplified Neutrosophic Sets and Their Multiple Attribute Decision-Making Method, symmetry 9(153) (2017), 1\u201313.","journal-title":"symmetry"},{"key":"e_1_3_2_61_2","first-page":"29","article-title":"TOPSIS Strategy for Multi-Attribute Decision Making with Trapezoidal Neutrosophic Numbers","volume":"19","author":"Biswas P.","year":"2018","unstructured":"BiswasP., PramanikS., GiriB.C., TOPSIS Strategy for Multi-Attribute Decision Making with Trapezoidal Neutrosophic Numbers, Neutrosophic Sets and Systems 19 (2018), 29\u201339.","journal-title":"Neutrosophic Sets and Systems"},{"issue":"3","key":"e_1_3_2_62_2","first-page":"15","article-title":"A Theoretical Development on Fuzzy Distance Measure","volume":"9","author":"Alibeigi M.","year":"2015","unstructured":"AlibeigiM., Ghasem KhaniE. and HajjariT., A Theoretical Development on Fuzzy Distance Measure, Journal of Mathematical Extension 9(3) (2015), 15\u201338.","journal-title":"Journal of Mathematical Extension"},{"key":"e_1_3_2_63_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.mcm.2005.09.025"},{"key":"e_1_3_2_64_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2009.06.009"},{"key":"e_1_3_2_65_2","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-120647"},{"issue":"6","key":"e_1_3_2_66_2","first-page":"1445","article-title":"Fuzzy distance of trapezoidal fuzzy numbers and application","volume":"4","author":"Chen S.H.","year":"2008","unstructured":"ChenS.H., WangC.C., Fuzzy distance of trapezoidal fuzzy numbers and application, International Journal of Innovative Computing, Information and Control 4(6) (2008), 1445\u20131454.","journal-title":"International Journal of Innovative Computing, Information and Control"},{"key":"e_1_3_2_67_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2016.01.031"},{"key":"e_1_3_2_68_2","doi-asserted-by":"publisher","DOI":"10.1086\/208686"},{"key":"e_1_3_2_69_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-07674-4_78"},{"key":"e_1_3_2_70_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2012.11.013"},{"key":"e_1_3_2_71_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2013.10.017"},{"key":"e_1_3_2_72_2","first-page":"1338","article-title":"New multi-valued interval neutrosophic multiple attribute decision-making method based on linear assignment and Choquet integral","volume":"32","author":"Yang W.","year":"2017","unstructured":"YangW., WangC.J., LiuY., New multi-valued interval neutrosophic multiple attribute decision-making method based on linear assignment and Choquet integral, Control and Decision 32 (2017), 1338\u20131334.","journal-title":"Control and Decision"},{"key":"e_1_3_2_73_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-016-2575-2"},{"key":"e_1_3_2_74_2","doi-asserted-by":"publisher","DOI":"10.1080\/19475705.2018.1535452"},{"key":"e_1_3_2_75_2","first-page":"20","article-title":"A Fuzzy Synthetic Evaluation Model for Typhoon Disaster","volume":"34","author":"Ma Q.","year":"2008","unstructured":"MaQ., A Fuzzy Synthetic Evaluation Model for Typhoon Disaster, Meteorological Monthly 34 (2008), 20\u201325.","journal-title":"Meteorological Monthly"},{"issue":"2","key":"e_1_3_2_76_2","first-page":"1031","article-title":"Typhoon disaster evaluation based on extension of intuitionistic fuzzy TOPSIS method in Zhejiang Province of China","volume":"8","author":"Li C.","year":"2015","unstructured":"LiC., ZhangL., ZengS., Typhoon disaster evaluation based on extension of intuitionistic fuzzy TOPSIS method in Zhejiang Province of China, International Journal of Earth Sciences & Engineering 8(2) (2015), 1031\u20131035.","journal-title":"International Journal of Earth Sciences & Engineering"},{"issue":"2","key":"e_1_3_2_77_2","first-page":"1","article-title":"Graded mean integration representation of generalized fuzzy numbers","volume":"5","author":"Chen S.H.","year":"1999","unstructured":"ChenS.H., HsiehC.H., Graded mean integration representation of generalized fuzzy numbers, Journal of Chinese Fuzzy Systems Association 5(2) (1999), 1\u20137.","journal-title":"Journal of Chinese Fuzzy Systems Association"},{"key":"e_1_3_2_78_2","first-page":"217","article-title":"Representation, ranking, distance, and similarity of L-R type fuzzy number and Application","volume":"6","author":"Chen S.H.","year":"2000","unstructured":"ChenS.H., HsiehC.H., Representation, ranking, distance, and similarity of L-R type fuzzy number and Application, Australian Journal of Intelligent Processing Systems 6 (2000), 217\u2013229.","journal-title":"Australian Journal of Intelligent Processing Systems"},{"key":"e_1_3_2_79_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2962330"},{"key":"e_1_3_2_80_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-017-1070-5"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/JIFS-191758","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.3233\/JIFS-191758","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/JIFS-191758","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:40:29Z","timestamp":1777455629000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/JIFS-191758"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,5,18]]},"references-count":79,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2020,10,7]]}},"alternative-id":["10.3233\/JIFS-191758"],"URL":"https:\/\/doi.org\/10.3233\/jifs-191758","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,5,18]]}}}