{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T21:19:56Z","timestamp":1772054396522,"version":"3.50.1"},"reference-count":62,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T00:00:00Z","timestamp":1725494400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T00:00:00Z","timestamp":1725494400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Artif Intell Rev"],"DOI":"10.1007\/s10462-024-10905-0","type":"journal-article","created":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T07:05:36Z","timestamp":1725519936000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Artificial intelligence-based expert weighted quantum picture fuzzy rough sets and recommendation system for metaverse investment decision-making priorities"],"prefix":"10.1007","volume":"57","author":[{"given":"Gang","family":"Kou","sequence":"first","affiliation":[]},{"given":"Hasan","family":"Din\u00e7er","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8522-1942","authenticated-orcid":false,"given":"Dragan","family":"Pamucar","sequence":"additional","affiliation":[]},{"given":"Serhat","family":"Y\u00fcksel","sequence":"additional","affiliation":[]},{"given":"Muhammet","family":"Deveci","sequence":"additional","affiliation":[]},{"given":"Serkan","family":"Eti","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,9,5]]},"reference":[{"key":"10905_CR1","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1007\/978-3-031-53311-2_35","volume-title":"International conference on multimedia modeling","author":"A Abdari","year":"2024","unstructured":"Abdari A, Falcon A, Serra G (2024) A language-based solution to enable metaverse retrieval. International conference on multimedia modeling. Springer Nature Switzerland, Cham, pp 477\u2013488"},{"key":"10905_CR2","doi-asserted-by":"publisher","first-page":"103828","DOI":"10.1016\/j.jnca.2024.103828","volume":"223","author":"M Adil","year":"2024","unstructured":"Adil M, Song H, Khan MK, Farouk A, Jin Z (2024) 5G\/6G-enabled metaverse technologies: taxonomy, applications, and open security challenges with future research directions. J Netw Comput Appl 223:103828","journal-title":"J Netw Comput Appl"},{"key":"10905_CR3","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-023-09544-4","author":"U Ahmad","year":"2024","unstructured":"Ahmad U, Khan A, Shhazadi S (2024) Extended ELECTRE I method for decision-making based on 2-tuple linguistic q-rung picture fuzzy sets. Soft Comput. https:\/\/doi.org\/10.1007\/s00500-023-09544-4","journal-title":"Soft Comput"},{"issue":"10","key":"10905_CR4","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1007\/s42452-023-05487-5","volume":"5","author":"S Banaeian Far","year":"2023","unstructured":"Banaeian Far S, Hosseini Bamakan SM (2023) NFT-based identity management in metaverses: challenges and opportunities. SN Appl Sci 5(10):260","journal-title":"SN Appl Sci"},{"issue":"3","key":"10905_CR5","doi-asserted-by":"publisher","first-page":"178","DOI":"10.1108\/JBS-02-2023-0031","volume":"45","author":"M Besson","year":"2023","unstructured":"Besson M, Gauttier S (2023) Business meetings in the metaverse: stakeholder views evolve. J Bus Strateg 45(3):178\u2013189","journal-title":"J Bus Strateg"},{"key":"10905_CR6","doi-asserted-by":"publisher","DOI":"10.1016\/j.chbr.2023.100366","volume":"13","author":"C Boo","year":"2024","unstructured":"Boo C, Suh A (2024) Developing scales for assessing metaverse characteristics and testing their utility. Comput Human Behav Rep 13:100366","journal-title":"Comput Human Behav Rep"},{"issue":"1","key":"10905_CR7","doi-asserted-by":"publisher","first-page":"71","DOI":"10.31181\/jscda21202435","volume":"2","author":"MB Bouraima","year":"2024","unstructured":"Bouraima MB, Ibrahim B, Qiu Y, Kridish M, Dantonka M (2024) Integrated spherical decision-making model for managing climate change risks in Africa. J Soft Comput Decision Anal 2(1):71\u201385. https:\/\/doi.org\/10.31181\/jscda21202435","journal-title":"J Soft Comput Decision Anal"},{"issue":"1","key":"10905_CR8","doi-asserted-by":"publisher","first-page":"101","DOI":"10.22190\/FUME230614026B","volume":"22","author":"D Bozanic","year":"2023","unstructured":"Bozanic D, Epler I, Puska A, Biswas S, Marinkovic D, Koprivica S (2023) Application of the DIBR II \u2013 rough MABAC decision-making model for ranking methods and techniques of lean organization systems management in the process of technical maintenance. FU Mech Eng 22(1):101\u2013123. https:\/\/doi.org\/10.22190\/FUME230614026B","journal-title":"FU Mech Eng"},{"key":"10905_CR9","doi-asserted-by":"publisher","DOI":"10.1016\/j.techsoc.2024.102465","author":"H B\u00fcchel","year":"2024","unstructured":"B\u00fcchel H, Spinler S (2024) The impact of the metaverse on e-commerce business models\u2014a delphi-based scenario study. Technol Soc. https:\/\/doi.org\/10.1016\/j.techsoc.2024.102465","journal-title":"Technol Soc"},{"key":"10905_CR10","doi-asserted-by":"publisher","DOI":"10.1016\/j.tourman.2023.104724","volume":"97","author":"D Buhalis","year":"2023","unstructured":"Buhalis D, Leung D, Lin M (2023) Metaverse as a disruptive technology revolutionising tourism management and marketing. Tour Manage 97:104724","journal-title":"Tour Manage"},{"key":"10905_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s13132-023-01394-7","volume":"15","author":"E Carayannis","year":"2023","unstructured":"Carayannis E, Kostis P, Din\u00e7er H, Y\u00fcksel S (2023) Quality function deployment-oriented strategic outlook to sustainable energy policies based on quintuple innovation helix. J Knowl Econ 15:1\u201319","journal-title":"J Knowl Econ"},{"key":"10905_CR12","first-page":"318","volume-title":"ENTER22 e-tourism conference","author":"CH Chan","year":"2023","unstructured":"Chan CH, Wong KY, Lui TW (2023) Marketing tourism products in virtual reality: moderating effect of product complexity. ENTER22 e-tourism conference. Springer Nature Switzerland, Cham, pp 318\u2013322"},{"issue":"1","key":"10905_CR13","doi-asserted-by":"publisher","first-page":"379","DOI":"10.31181\/dmame0306102022c","volume":"6","author":"R Chaurasiya","year":"2023","unstructured":"Chaurasiya R, Jain D (2023) Hybrid MCDM method on pythagorean fuzzy set and its application. Decis Mak Appl Manag Eng 6(1):379\u2013398. https:\/\/doi.org\/10.31181\/dmame0306102022c","journal-title":"Decis Mak Appl Manag Eng"},{"key":"10905_CR200","doi-asserted-by":"crossref","unstructured":"Chusi TN, Bouraima MB, Qian S, Badi I, Oloketuyi EA, Qiu Y (2024) Evaluating the barriers to the transition to net-zero emissions in developing countries: A multi-criteria decision-making approach. Comput Dec Making: An Int J 1:51\u201364","DOI":"10.59543\/comdem.v1i.10067"},{"issue":"1","key":"10905_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s44282-023-00024-6","volume":"2","author":"A Costantiello","year":"2024","unstructured":"Costantiello A, Leogrande A (2024) The regulatory quality in the light of environmental, social and governance framework at world level. Discov Glob Soc 2(1):1\u201320","journal-title":"Discov Glob Soc"},{"issue":"1","key":"10905_CR15","doi-asserted-by":"publisher","first-page":"19","DOI":"10.3390\/computers13010019","volume":"13","author":"M Cruz","year":"2024","unstructured":"Cruz M, Oliveira A, Pinheiro A (2024) Faraway, so close: perceptions of the metaverse on the edge of madness. Computers 13(1):19","journal-title":"Computers"},{"key":"10905_CR16","first-page":"1","volume-title":"International multi-disciplinary conference-integrated sciences and technologies","author":"B Demir","year":"2023","unstructured":"Demir B, Guven S, Sahin B (2023) Evaluation of the metaverse: perspectives of travel agency employees. International multi-disciplinary conference-integrated sciences and technologies. Springer Nature Switzerland, Cham, pp 1\u201320"},{"key":"10905_CR17","doi-asserted-by":"publisher","first-page":"78","DOI":"10.4018\/978-1-6684-5732-0.ch006","volume-title":"Strategies and opportunities for technology in the metaverse world","author":"E Den Yeoh","year":"2023","unstructured":"Den Yeoh E, Chung T, Wang Y (2023) Metaverse in investment using sentiment analysis and machine learning. Strategies and opportunities for technology in the metaverse world. IGI Global, pp 78\u2013113"},{"key":"10905_CR18","doi-asserted-by":"publisher","DOI":"10.1177\/02683962231159927","author":"M Dolata","year":"2023","unstructured":"Dolata M, Schwabe G (2023a) What is the metaverse and who seeks to define it? Mapping the site of social construction. J Info Technol. https:\/\/doi.org\/10.1177\/02683962231159927","journal-title":"J Info Technol"},{"issue":"3","key":"10905_CR19","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1177\/02683962231159927","volume":"38","author":"M Dolata","year":"2023","unstructured":"Dolata M, Schwabe G (2023b) What is the Metaverse and who seeks to define it? Mapping the site of social construction. J Inf Technol 38(3):239\u2013266","journal-title":"J Inf Technol"},{"key":"10905_CR20","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2023.123181","volume":"200","author":"P Du","year":"2024","unstructured":"Du P, Zhou B, Yang M (2024) Carbon emission reduction contribution analysis of electricity enterprises in urban green development: a quantum spherical fuzzy sets-based decision framework. Technol Forecast Soc Chang 200:123181","journal-title":"Technol Forecast Soc Chang"},{"key":"10905_CR201","doi-asserted-by":"crossref","unstructured":"Eti S,  Y\u00fcksel S (2024) Integrating pythagorean fuzzy SAW and entropy in decision-making for legal effectiveness in renewable energy projects: Legal effectiveness in renewable energy projects. Comput Dec Making: An Int J 1:13\u201322","DOI":"10.59543\/comdem.v1i.10043"},{"issue":"1","key":"10905_CR21","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1186\/s40854-023-00463-9","volume":"9","author":"Y Fan","year":"2023","unstructured":"Fan Y, Wei Y, Xu L, Chen X, Liang X (2023) The special issue:\u201cfinancial innovation for emission trading scheme.\u201d Financ Innov 9(1):58","journal-title":"Financ Innov"},{"issue":"3","key":"10905_CR22","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1007\/s11082-023-05960-w","volume":"56","author":"D Hou","year":"2024","unstructured":"Hou D (2024) Music photonic signal analysis based health monitoring system using classification by quantum machine learning techniques. Opt Quant Electron 56(3):338","journal-title":"Opt Quant Electron"},{"key":"10905_CR23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.119980","volume":"657","author":"BQ Hu","year":"2024","unstructured":"Hu BQ, Yiu KFC (2024) A bipolar-valued fuzzy set is an intersected interval-valued fuzzy set. Inf Sci 657:119980","journal-title":"Inf Sci"},{"issue":"1","key":"10905_CR24","doi-asserted-by":"publisher","first-page":"54","DOI":"10.31181\/dmame712024858","volume":"7","author":"R Isabels","year":"2024","unstructured":"Isabels R, Vinodhini AF, Viswanathan A (2024) Evaluating and ranking metaverse platforms using intuitionistic trapezoidal fuzzy VIKOR MCDM: incorporating score and accuracy functions for comprehensive assessment. Decis Mak Appl Manag Eng 7(1):54\u201378. https:\/\/doi.org\/10.31181\/dmame712024858","journal-title":"Decis Mak Appl Manag Eng"},{"issue":"1","key":"10905_CR25","doi-asserted-by":"publisher","first-page":"44","DOI":"10.31181\/jopi1120238","volume":"1","author":"S Jafarzadeh Ghoushchi","year":"2023","unstructured":"Jafarzadeh Ghoushchi S, Sarvi S (2023) Prioritizing and evaluating risks of ordering and prescribing in the chemotherapy process using an extended SWARA and MOORA under fuzzy z-numbers. J Operat Intell 1(1):44\u201366. https:\/\/doi.org\/10.31181\/jopi1120238","journal-title":"J Operat Intell"},{"key":"10905_CR26","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1007\/978-3-031-36895-0_24","volume-title":"Intelligent systems, business, and innovation research","author":"KP Jaheer Mukthar","year":"2024","unstructured":"Jaheer Mukthar KP, Sivasubaramanian K, Reyes-Reyes C, Acosta-Ponce W, Espinoza-Requejo C, Ram\u00edrez-As\u00eds E (2024) Exploring the landscape of metaverse: a comprehensive analysis of existing research and future research directions. Intelligent systems, business, and innovation research. Springer, Cham, pp 295\u2013302"},{"key":"10905_CR27","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2024.140610","author":"A Johri","year":"2024","unstructured":"Johri A, Joshi P, Kumar S, Joshi G (2024) Metaverse for sustainable development in a bibliometric analysis and systematic literature review. J Clean Product. https:\/\/doi.org\/10.1016\/j.jclepro.2024.140610","journal-title":"J Clean Product"},{"key":"10905_CR28","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.122354","volume":"238","author":"C Kahraman","year":"2024","unstructured":"Kahraman C (2024) Proportional picture fuzzy sets and their AHP extension: application to waste disposal site selection. Expert Syst Appl 238:122354","journal-title":"Expert Syst Appl"},{"issue":"1","key":"10905_CR29","doi-asserted-by":"publisher","DOI":"10.1016\/j.pubrev.2023.102397","volume":"50","author":"DY Kang","year":"2024","unstructured":"Kang DY, Ki EJ (2024) Relationship cultivation strategies in the metaverse. Public Relat Revi 50(1):102397","journal-title":"Public Relat Revi"},{"key":"10905_CR30","first-page":"258","volume-title":"The rise of blockchain applications in customer experience","author":"LN Khaliq","year":"2024","unstructured":"Khaliq LN, Manda VK (2024) Customer experience in the web 3.0 era: the meeting of blockchain and the metaverse. The rise of blockchain applications in customer experience. IGI Global, pp 258\u2013274"},{"key":"10905_CR31","doi-asserted-by":"publisher","first-page":"6719","DOI":"10.1109\/ACCESS.2024.3352008","volume":"12","author":"M Kim","year":"2024","unstructured":"Kim M, Yoo HY (2024) Identification of key service features for evaluating the quality of metaverse services: a text mining approach. IEEE Access 12:6719\u20136728","journal-title":"IEEE Access"},{"key":"10905_CR32","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2023.129405","volume":"633","author":"G Kong","year":"2024","unstructured":"Kong G, Ma Y, Xing Z, Xin X (2024) Multi-view K-means clustering algorithm based on redundant and sparse feature learning. Phys A 633:129405","journal-title":"Phys A"},{"key":"10905_CR33","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1007\/978-981-99-4641-9_11","volume-title":"Metaverse: technologies, opportunities and threats","author":"FI Konyalioglu","year":"2023","unstructured":"Konyalioglu FI (2023) Consumer behavior in the metaverse. Metaverse: technologies, opportunities and threats. Springer Nature Singapore, Singapore, pp 161\u2013175"},{"key":"10905_CR34","doi-asserted-by":"publisher","DOI":"10.1016\/j.jare.2023.11.023","author":"G Kou","year":"2023","unstructured":"Kou G, Din\u00e7er H, Y\u00fcksel S, Deveci M (2023a) Synergistic integration of digital twins and sustainable industrial internet of things for new generation energy investments. J Adv Res. https:\/\/doi.org\/10.1016\/j.jare.2023.11.023","journal-title":"J Adv Res"},{"key":"10905_CR35","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2023.110849","volume":"148","author":"G Kou","year":"2023","unstructured":"Kou G, Y\u00fcksel S, Din\u00e7er H (2023b) A facial expression and expert recommendation fuzzy decision-making approach for sustainable business investments within the metaverse world. Appl Soft Comput 148:110849","journal-title":"Appl Soft Comput"},{"key":"10905_CR36","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2023.122381","volume":"189","author":"S Kraus","year":"2023","unstructured":"Kraus S, Kumar S, Lim WM, Kaur J, Sharma A, Schiavone F (2023) From moon landing to metaverse: tracing the evolution of technological forecasting and social change. Technol Forecast Soc Chang 189:122381","journal-title":"Technol Forecast Soc Chang"},{"issue":"1","key":"10905_CR37","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1186\/s40537-024-00877-x","volume":"11","author":"H Li","year":"2024","unstructured":"Li H, Li B (2024) The state of metaverse research: a bibliometric visual analysis based on CiteSpace. J Big Data 11(1):14","journal-title":"J Big Data"},{"key":"10905_CR38","doi-asserted-by":"publisher","first-page":"1107","DOI":"10.1109\/TLT.2024.3352743","volume":"17","author":"C Li","year":"2024","unstructured":"Li C, Jiang Y, Ng PH, Dai Y, Cheung F, Chan HC, Li P (2024) Collaborative learning in the edu-metaverse era: an empirical study on the enabling technologies. IEEE Trans Learn Technol 17:1107\u20131119","journal-title":"IEEE Trans Learn Technol"},{"issue":"1","key":"10905_CR39","doi-asserted-by":"publisher","first-page":"122","DOI":"10.23919\/PCMP.2023.000296","volume":"9","author":"L Liu","year":"2024","unstructured":"Liu L, Hu X, Chen J, Wu R, Chen F (2024) Embedded scenario clustering for wind and photovoltaic power, and load based on multi-head self-attention. Prot Control Mod Power Syst 9(1):122\u2013132","journal-title":"Prot Control Mod Power Syst"},{"issue":"1","key":"10905_CR40","doi-asserted-by":"publisher","first-page":"95","DOI":"10.31181\/jopi21202416","volume":"2","author":"HW Lo","year":"2024","unstructured":"Lo HW, Chan HW, Lin JW, Lin SW (2024a) Evaluating the interrelationships of industrial 5.0 development factors using an integration approach of fermatean fuzzy logic. J Operat Intell 2(1):95\u2013113. https:\/\/doi.org\/10.31181\/jopi21202416","journal-title":"J Operat Intell"},{"issue":"1","key":"10905_CR41","doi-asserted-by":"publisher","first-page":"169","DOI":"10.31181\/jscda21202440","volume":"2","author":"HW Lo","year":"2024","unstructured":"Lo HW, Wang LY, Weng AKW, Lin SW (2024b) Assessing supplier disruption risks using a modified pythagorean fuzzy SWARA\u2013TOPSIS approach. J Soft Comput Decis Anal 2(1):169\u2013187. https:\/\/doi.org\/10.31181\/jscda21202440","journal-title":"J Soft Comput Decis Anal"},{"issue":"1","key":"10905_CR42","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/j.hspr.2024.01.003","volume":"2","author":"X Lyu","year":"2024","unstructured":"Lyu X, Yin X, Wang K, Wei Y (2024) Research and application of key technologies for data delivery in railway engineering design based on metadata. High-Speed Railw 2(1):51\u201356","journal-title":"High-Speed Railw"},{"key":"10905_CR43","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2023.108090","volume":"152","author":"A Maden","year":"2024","unstructured":"Maden A, Y\u00fccenur GN (2024) Evaluation of sustainable metaverse characteristics using scenario-based fuzzy cognitive map. Comput Hum Behav 152:108090","journal-title":"Comput Hum Behav"},{"issue":"3","key":"10905_CR44","doi-asserted-by":"publisher","DOI":"10.1016\/j.jik.2023.100378","volume":"8","author":"A Mikhaylov","year":"2023","unstructured":"Mikhaylov A, Din\u00e7er H, Y\u00fcksel S, Pinter G, Shaikh ZA (2023) Bitcoin mempool growth and trading volumes: integrated approach based on QROF Multi-SWARA and aggregation operators. J Innov Knowl 8(3):100378","journal-title":"J Innov Knowl"},{"issue":"1","key":"10905_CR45","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1007\/s10614-022-10341-8","volume":"63","author":"A Mikhaylov","year":"2024","unstructured":"Mikhaylov A, Bhatti IM, Din\u00e7er H, Y\u00fcksel S (2024) Integrated decision recommendation system using iteration-enhanced collaborative filtering, golden cut bipolar for analyzing the risk-based oil market spillovers. Comput Econ 63(1):305\u2013338","journal-title":"Comput Econ"},{"issue":"3","key":"10905_CR46","doi-asserted-by":"publisher","first-page":"359","DOI":"10.22190\/FUME230901034M","volume":"21","author":"AR Mishra","year":"2023","unstructured":"Mishra AR, Rani P, Cavallaro F, Alrasheedi AF (2023) Assessment of sustainable wastewater treatment technologies using interval-valued intuitionistic fuzzy distance measure-based MAIRCA method. FU Mech Eng 21(3):359\u2013386. https:\/\/doi.org\/10.22190\/FUME230901034M","journal-title":"FU Mech Eng"},{"key":"10905_CR47","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/13183222.2023.2147757","volume":"30","author":"V Mosco","year":"2023","unstructured":"Mosco V (2023) Into the metaverse: technical challenges, social problems, utopian visions, and policy principles. Javn Public 30:1\u201313","journal-title":"Javn Public"},{"issue":"16","key":"10905_CR48","doi-asserted-by":"publisher","first-page":"14671","DOI":"10.1109\/JIOT.2023.3278329","volume":"10","author":"H Ning","year":"2023","unstructured":"Ning H, Wang H, Lin Y, Wang W, Dhelim S, Farha F, Daneshmand M (2023) A survey on the metaverse: the state-of-the-art, technologies, applications, and challenges. IEEE Internet Things J 10(16):14671\u201314688","journal-title":"IEEE Internet Things J"},{"issue":"1","key":"10905_CR49","doi-asserted-by":"publisher","first-page":"49","DOI":"10.31181\/dma1120238","volume":"1","author":"D Pamucar","year":"2023","unstructured":"Pamucar D, Biswas S (2023) A novel hybrid decision making framework for comparing market performance of metaverse crypto assets. Decis Mak Adv 1(1):49\u201362. https:\/\/doi.org\/10.31181\/dma1120238","journal-title":"Decis Mak Adv"},{"issue":"10","key":"10905_CR50","doi-asserted-by":"publisher","first-page":"1539","DOI":"10.1108\/IJOPM-01-2023-0006","volume":"43","author":"MM Queiroz","year":"2023","unstructured":"Queiroz MM, Wamba SF, Pereira SCF, Jabbour CJC (2023) The metaverse as a breakthrough for operations and supply chain management: implications and call for action. Int J Oper Prod Manag 43(10):1539\u20131553","journal-title":"Int J Oper Prod Manag"},{"key":"10905_CR51","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.119990","volume":"658","author":"P Rani","year":"2024","unstructured":"Rani P, Chen SM, Mishra AR (2024) Multi-attribute decision-making based on similarity measure between picture fuzzy sets and the MARCOS method. Inf Sci 658:119990","journal-title":"Inf Sci"},{"issue":"2","key":"10905_CR52","first-page":"1925","volume":"138","author":"H Razzaque","year":"2024","unstructured":"Razzaque H, Ashraf S, Naeem M, Chu YM (2024) The spherical q-linear diophantine fuzzy multiple-criteria group decision-making based on differential measure. CMES-Comput Model Eng Sci 138(2):1925\u20131950","journal-title":"CMES-Comput Model Eng Sci"},{"issue":"2","key":"10905_CR53","doi-asserted-by":"publisher","first-page":"734","DOI":"10.31181\/dmame622023742","volume":"6","author":"V Romanuke","year":"2023","unstructured":"Romanuke V (2023) Random centroid initialization for improving centroid-based clustering. Decis Mak Appl Manag Eng 6(2):734\u2013746. https:\/\/doi.org\/10.31181\/dmame622023742","journal-title":"Decis Mak Appl Manag Eng"},{"key":"10905_CR54","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1109\/MCE.2024.3350898","volume":"13","author":"JE Shin","year":"2024","unstructured":"Shin JE, Park J, Kim H, Woo W, Yoon B (2024) Evaluating metaverse platforms: status, direction, and challenges. IEEE Consumer Electron Magaz 13:46","journal-title":"IEEE Consumer Electron Magaz"},{"key":"10905_CR55","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1016\/j.culher.2023.11.002","volume":"66","author":"S Sylaiou","year":"2024","unstructured":"Sylaiou S, Dafiotis P, Koukopoulos D, Koukoulis C, Vital R, Antoniou A, Fidas C (2024) From physical to virtual art exhibitions and beyond: Survey and some issues for consideration for the metaverse. J Cult Herit 66:86\u201398","journal-title":"J Cult Herit"},{"key":"10905_CR56","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-031-17998-3_1","volume-title":"Financial technologies and DeFi: a revisit to the digital finance revolution","author":"AN Turi","year":"2023","unstructured":"Turi AN (2023) Metaverse\u2014the immersive 3D virtual world\u2019s innovation diffusion in the financial sector. Financial technologies and DeFi: a revisit to the digital finance revolution. Springer International Publishing, Cham, pp 3\u201328"},{"key":"10905_CR57","first-page":"300","volume-title":"ENTER22 e-tourism conference","author":"K Volchek","year":"2023","unstructured":"Volchek K, Brysch A (2023) Metaverse and tourism: from a new niche to a transformation. ENTER22 e-tourism conference. Springer Nature Switzerland, Cham, pp 300\u2013311"},{"issue":"1","key":"10905_CR58","first-page":"137","volume":"25","author":"W Yang","year":"2024","unstructured":"Yang W (2024) Analysis and application of big data feature extraction based on improved k-means algorithm. Scal Comput Pract Exp 25(1):137\u2013145","journal-title":"Scal Comput Pract Exp"},{"key":"10905_CR59","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2023.111205","author":"C Yue","year":"2024","unstructured":"Yue C (2024) A software trustworthiness evaluation methodology for cloud services with picture fuzzy information. Appl Soft Comput. https:\/\/doi.org\/10.1016\/j.asoc.2023.111205","journal-title":"Appl Soft Comput"},{"key":"10905_CR60","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1016\/j.comcom.2023.11.024","volume":"214","author":"L Zhao","year":"2024","unstructured":"Zhao L, Yang Q, Huang H, Guo L, Jiang S (2024) Intelligent wireless sensing driven metaverse: a survey. Comput Commun 214:46\u201356","journal-title":"Comput Commun"}],"container-title":["Artificial Intelligence Review"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10462-024-10905-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10462-024-10905-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10462-024-10905-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,25]],"date-time":"2024-09-25T03:45:45Z","timestamp":1727235945000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10462-024-10905-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,5]]},"references-count":62,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2024,10]]}},"alternative-id":["10905"],"URL":"https:\/\/doi.org\/10.1007\/s10462-024-10905-0","relation":{},"ISSN":["1573-7462"],"issn-type":[{"value":"1573-7462","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,9,5]]},"assertion":[{"value":"6 August 2024","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"5 September 2024","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"This article does not contain any studies with animals performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Informed consent was obtained from all individual participants included in the study.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}],"article-number":"279"}}