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The main purpose of this research is to propose an m\u2010polar interval\u2010valued neutrosophic soft set (mPIVNSS) by merging the m\u2010polar fuzzy set and interval\u2010valued neutrosophic soft set and then study various operations based on the proposed notion, such as AND operator, OR operator, truth\u2010favorite, and false\u2010favorite operators with their properties. This research also puts forward the concept of the necessity and possibility operations of mPIVNSS and also the m\u2010polar interval\u2010valued neutrosophic soft weighted average operator (mPIVNSWA) with its desirable properties. Cosine and set\u2010theoretic similarity measures have been proposed for mPIVNSS using Bhattacharya distance and discussed their fundamental properties. Furthermore, we extend the concept of CC and weighted correlation coefficient (WCC) for mPIVNSS and presented their necessary characteristics. Moreover, utilizing the mPIVNSWA operator, CC, and SM developed three novel algorithms for mPIVNSS to solve the multicriteria decision\u2010making problem. Finally, the advantages, effectiveness, flexibility, and comparative analysis of the developed algorithms are given with the prevailing techniques.<\/jats:p>","DOI":"10.1155\/2021\/7211399","type":"journal-article","created":{"date-parts":[[2021,11,11]],"date-time":"2021-11-11T06:05:23Z","timestamp":1636610723000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Algorithms for Multipolar Interval\u2010Valued Neutrosophic Soft Set with Information Measures to Solve Multicriteria Decision\u2010Making Problem"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2656-8679","authenticated-orcid":false,"given":"Rana Muhammad","family":"Zulqarnain","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Imran","family":"Siddique","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0475-3320","authenticated-orcid":false,"given":"Aiyared","family":"Iampan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0808-4504","authenticated-orcid":false,"given":"Ebenezer","family":"Bonyah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2021,11,10]]},"reference":[{"key":"e_1_2_11_1_2","doi-asserted-by":"publisher","DOI":"10.1016\/s0019-9958(65)90241-x"},{"key":"e_1_2_11_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/0165-0114(86)90077-1"},{"key":"e_1_2_11_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/s0165-0114(86)80034-3"},{"key":"e_1_2_11_4_2","first-page":"287","article-title":"Neutrosophic set\u2013a generalization of intuitionistic fuzzy sets","volume":"24","author":"Smarandache F.","year":"2005","journal-title":"International Journal of Pure and Applied Mathematics"},{"key":"e_1_2_11_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/s0898-1221(99)00056-5"},{"key":"e_1_2_11_6_2","doi-asserted-by":"publisher","DOI":"10.1016\/s0898-1221(03)00016-6"},{"key":"e_1_2_11_7_2","doi-asserted-by":"publisher","DOI":"10.1016\/s0898-1221(02)00216-x"},{"key":"e_1_2_11_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2008.11.009"},{"key":"e_1_2_11_9_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2011.01.018"},{"key":"e_1_2_11_10_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2010.03.015"},{"key":"e_1_2_11_11_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2010.05.004"},{"key":"e_1_2_11_12_2","first-page":"1","article-title":"Difference operations of soft matrices with applications in decision making","volume":"51","author":"Atag O.","year":"2019","journal-title":"Punjab University Journal of Mathematics"},{"key":"e_1_2_11_13_2","first-page":"157","article-title":"Neutrosophic soft set","volume":"5","author":"Maji P. 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