{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,24]],"date-time":"2026-05-24T00:09:32Z","timestamp":1779581372234,"version":"3.53.1"},"reference-count":93,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100013139","name":"Humanities and Social Science Fund of Ministry of Education of China","doi-asserted-by":"publisher","award":["21YJCZH113"],"award-info":[{"award-number":["21YJCZH113"]}],"id":[{"id":"10.13039\/501100013139","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["52275243"],"award-info":[{"award-number":["52275243"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["52475251"],"award-info":[{"award-number":["52475251"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Applied Soft Computing"],"published-print":{"date-parts":[[2026,6]]},"DOI":"10.1016\/j.asoc.2026.115099","type":"journal-article","created":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T07:40:04Z","timestamp":1774078804000},"page":"115099","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["A cognitive load assessment method for digital museum interactive interfaces based on multi-criteria decision-making"],"prefix":"10.1016","volume":"196","author":[{"given":"Huining","family":"Pei","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yanjun","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hao","family":"Gong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuxin","family":"Cao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9296-2378","authenticated-orcid":false,"given":"Mingzhe","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhonghang","family":"Bai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Man","family":"Ding","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.asoc.2026.115099_bib1","doi-asserted-by":"crossref","first-page":"142","DOI":"10.3991\/ijim.v16i16.31811","article-title":"The effectiveness of digital technologies used for the visitor\u2019s experience in digital museums. a systematic literature review from the last two decades","volume":"16","author":"Hijazi","year":"2022","journal-title":"Int. J. Interact. Mob. Technol. (IJIM)"},{"key":"10.1016\/j.asoc.2026.115099_bib2","doi-asserted-by":"crossref","first-page":"1915","DOI":"10.1007\/s11196-023-10040-z","article-title":"Safeguarding cultural heritage in the digital era \u2013 A critical challenge","volume":"36","author":"Wagner","year":"2023","journal-title":"Int. J. Semiot. Law"},{"key":"10.1016\/j.asoc.2026.115099_bib3","doi-asserted-by":"crossref","first-page":"1017","DOI":"10.1177\/10963480211030319","article-title":"Immersive digital tourism: the role of multisensory cues in digital museum experiences","volume":"47","author":"Guo","year":"2023","journal-title":"J. Hosp. Tour. Res."},{"key":"10.1016\/j.asoc.2026.115099_bib4","first-page":"555","article-title":"Interactive experience design in history museums based on distributed cognition:focusing on the case of history museums in China, Asia-Pacific","volume":"10","author":"He","year":"2024","journal-title":"J. Converg. Res. Interchange"},{"key":"10.1016\/j.asoc.2026.115099_bib5","doi-asserted-by":"crossref","first-page":"7223","DOI":"10.1007\/s10639-023-12061-4","article-title":"Influences of design and knowledge type of interactive virtual museums on learning outcomes: an eye-tracking evidence-based study","volume":"29","author":"Wu","year":"2024","journal-title":"Educ. Inf. Technol. (Dordr. )"},{"key":"10.1016\/j.asoc.2026.115099_bib6","doi-asserted-by":"crossref","first-page":"8426","DOI":"10.1080\/10447318.2024.2408861","article-title":"Human-centric virtual museum: redefining the museum experience through immersive and interactive environments","volume":"41","author":"Li","year":"2024","journal-title":"Int. J. Hum. Comput. Inter."},{"key":"10.1016\/j.asoc.2026.115099_bib7","first-page":"389","article-title":"Evaluation method of virtual museum interface layout aesthetic with visual cognitive characteristics","volume":"44","author":"Pei","year":"2023","journal-title":"J. Graph."},{"key":"10.1016\/j.asoc.2026.115099_bib8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3582272","article-title":"A survey on measuring cognitive workload in human-computer interaction","volume":"55","author":"Kosch","year":"2023","journal-title":"ACM Comput. Surv."},{"key":"10.1016\/j.asoc.2026.115099_bib9","doi-asserted-by":"crossref","DOI":"10.1155\/2022\/7702098","article-title":"Hotspots and cutting-edge visual analysis of digital museum in china using data mining technology","volume":"2022","author":"Hou","year":"2022","journal-title":"Comput. Intell. Neurosci."},{"key":"10.1016\/j.asoc.2026.115099_bib10","doi-asserted-by":"crossref","DOI":"10.1016\/j.displa.2021.101999","article-title":"The effects of color combinations, luminance contrast, and area ratio on icon visual search performance","volume":"67","author":"Shen","year":"2021","journal-title":"Displays"},{"key":"10.1016\/j.asoc.2026.115099_bib11","doi-asserted-by":"crossref","DOI":"10.1016\/j.ergon.2020.102988","article-title":"Visual search in vibration environments: Effects of spatial ability, stimulus size and stimulus density","volume":"79","author":"Xue","year":"2020","journal-title":"Int. J. Ind. Erg."},{"key":"10.1016\/j.asoc.2026.115099_bib12","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1080\/10447318.2019.1606976","article-title":"Objective Design to Subjective Evaluations: Connecting Visual Complexity to Aesthetic and Usability Assessments of eHealth","volume":"36","author":"Lazard","year":"2020","journal-title":"Int. J. Hum. Comput. Inter."},{"key":"10.1016\/j.asoc.2026.115099_bib13","doi-asserted-by":"crossref","first-page":"719","DOI":"10.1016\/j.apergo.2010.03.001","article-title":"Information presentation in small screen devices: The trade-off between visual density and menu foresight","volume":"41","author":"Ziefle","year":"2010","journal-title":"Appl. Erg."},{"key":"10.1016\/j.asoc.2026.115099_bib14","series-title":"in: Advances in Intelligent Systems and Computing","first-page":"1084","article-title":"Study on Eye Movement Behavior of Interface Complexity","author":"Yin","year":"2020"},{"key":"10.1016\/j.asoc.2026.115099_bib15","first-page":"149","article-title":"Multi-objective Optimization Design of Product Operation Interface Element Layout","volume":"41","author":"Kang","year":"2020","journal-title":"Packag. Eng."},{"key":"10.1016\/j.asoc.2026.115099_bib16","doi-asserted-by":"crossref","first-page":"1420","DOI":"10.1108\/LHT-12-2021-0431","article-title":"Effects of interface layout design on mobile learning efficiency: a comparison of interface layouts for mobile learning platform","volume":"41","author":"Zhang","year":"2023","journal-title":"Libr. Hi Tech."},{"key":"10.1016\/j.asoc.2026.115099_bib17","doi-asserted-by":"crossref","first-page":"746","DOI":"10.1108\/LHT-10-2023-0517","article-title":"Effect of interface layout design of a public library website on information-seeking experience for elderly people","volume":"43","author":"Tang","year":"2024","journal-title":"Libr. Hi Tech."},{"key":"10.1016\/j.asoc.2026.115099_bib18","doi-asserted-by":"crossref","first-page":"664","DOI":"10.1007\/s00426-016-0771-4","article-title":"Interaction between numbers and size during visual search","volume":"81","author":"Krause","year":"2017","journal-title":"Psychol. Res."},{"key":"10.1016\/j.asoc.2026.115099_bib19","doi-asserted-by":"crossref","DOI":"10.1016\/j.aap.2024.107621","article-title":"Impacts of information quantity and display formats on driving behaviors in a connected vehicle environment","volume":"203","author":"Zhao","year":"2024","journal-title":"Accid. Anal. Prev."},{"key":"10.1016\/j.asoc.2026.115099_bib20","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.displa.2018.03.002","article-title":"Effect of character contrast ratio of tablet PC and ambient device luminance ratio on readability in low ambient illuminance","volume":"52","author":"Yu","year":"2018","journal-title":"Displays"},{"key":"10.1016\/j.asoc.2026.115099_bib21","doi-asserted-by":"crossref","unstructured":"S. Gao, H. Wang, C. Xue, The Effects of Brightness Difference on Visual Perception of Characters, in: Proceedings of the IEEE International Conference on Industrial Technology, Institute of Electrical and Electronics Engineers Inc., 2021: pp. 1200\u20131204. https:\/\/doi.org\/10.1109\/ICIT46573.2021.9453647.","DOI":"10.1109\/ICIT46573.2021.9453647"},{"key":"10.1016\/j.asoc.2026.115099_bib22","doi-asserted-by":"crossref","unstructured":"J. Sweller, Cognitive Load During Problem Solving: Effects on Learning, 1988. https:\/\/doi.org\/10.1207\/s15516709cog1202_4.","DOI":"10.1207\/s15516709cog1202_4"},{"key":"10.1016\/j.asoc.2026.115099_bib23","doi-asserted-by":"crossref","DOI":"10.1016\/j.compedu.2019.103618","article-title":"Cognitive load in multimedia learning environments: A systematic review","volume":"141","author":"Mutlu-Bayraktar","year":"2019","journal-title":"Comput. Educ."},{"key":"10.1016\/j.asoc.2026.115099_bib24","doi-asserted-by":"crossref","first-page":"2485","DOI":"10.1007\/s10648-022-09683-4","article-title":"A systematic meta-analysis of the reliability and validity of subjective cognitive load questionnaires in experimental multimedia learning research","volume":"34","author":"Krieglstein","year":"2022","journal-title":"Educ. Psychol. Rev."},{"key":"10.1016\/j.asoc.2026.115099_bib25","doi-asserted-by":"crossref","DOI":"10.1016\/j.rcim.2022.102380","article-title":"An online framework for cognitive load assessment in industrial tasks","volume":"78","author":"Lagomarsino","year":"2022","journal-title":"Robot. Comput. Integr. Manuf."},{"key":"10.1016\/j.asoc.2026.115099_bib26","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1080\/00461520.2018.1554484","article-title":"Cognitive load and working memory in multimedia learning: conceptual and measurement issues","volume":"54","author":"Anmarkrud","year":"2019","journal-title":"Educ. Psychol."},{"key":"10.1016\/j.asoc.2026.115099_bib27","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1016\/j.learninstruc.2006.09.001","article-title":"Using subjective measures to detect variations of intrinsic cognitive load within problems","volume":"16","author":"Ayres","year":"2006","journal-title":"Learn. Instr."},{"key":"10.1016\/j.asoc.2026.115099_bib28","doi-asserted-by":"crossref","first-page":"137","DOI":"10.3390\/aerospace7090137","article-title":"Aircraft pilots workload analysis: Heart rate variability objective measures and NASA-Task Load Index subjective evaluation","volume":"7","author":"Alaimo","year":"2020","journal-title":"Aerospace"},{"key":"10.1016\/j.asoc.2026.115099_bib29","article-title":"Measuring Cognitive Load: Are There More Valid Alternatives to Likert Rating Scales?","volume":"6","author":"Ouwehand","year":"2021","journal-title":"Front. Educ. (Lausanne)."},{"key":"10.1016\/j.asoc.2026.115099_bib30","doi-asserted-by":"crossref","first-page":"815","DOI":"10.1111\/medu.12773","article-title":"Measuring cognitive load: Performance, mental effort and simulation task complexity","volume":"49","author":"Haji","year":"2015","journal-title":"Med. Educ."},{"key":"10.1016\/j.asoc.2026.115099_bib31","doi-asserted-by":"crossref","unstructured":"S. Chen, J. Epps, F. Chen, A comparison of four methods for cognitive load measurement, in: Proceedings of the 23rd Australian Computer-Human Interaction Conference, OzCHI 2011, 2011: pp. 76\u201379. https:\/\/doi.org\/10.1145\/2071536.2071547.","DOI":"10.1145\/2071536.2071547"},{"key":"10.1016\/j.asoc.2026.115099_bib32","doi-asserted-by":"crossref","DOI":"10.3389\/fpsyg.2021.648586","article-title":"A current view on dual-task paradigms and their limitations to capture cognitive load","volume":"12","author":"Esmaeili Bijarsari","year":"2021","journal-title":"Front. Psychol."},{"key":"10.1016\/j.asoc.2026.115099_bib33","doi-asserted-by":"crossref","DOI":"10.1016\/j.displa.2023.102374","article-title":"Effects of speed, motion type, and stimulus size on dynamic visual search: A study of radar human\u2013machine interface","volume":"77","author":"Tong","year":"2023","journal-title":"Displays"},{"key":"10.1016\/j.asoc.2026.115099_bib34","doi-asserted-by":"crossref","first-page":"1780","DOI":"10.3390\/app8101780","article-title":"Interruption cost evaluation by cognitiveworkload and task performance in interruption coordination modes for human-computer interaction tasks","volume":"8","author":"Lee","year":"2018","journal-title":"Appl. Sci."},{"key":"10.1016\/j.asoc.2026.115099_bib35","first-page":"729","article-title":"Cognitive load theory: an empirical study of anxiety and task performance in language learning","volume":"7","author":"Chen","year":"2009","journal-title":"Electron. J. Res. Educ. Psychol."},{"key":"10.1016\/j.asoc.2026.115099_bib36","doi-asserted-by":"crossref","first-page":"567","DOI":"10.1007\/s10111-020-00641-0","article-title":"Towards measuring cognitive load through multimodal physiological data","volume":"23","author":"Vanneste","year":"2021","journal-title":"Cogn. Technol. Work"},{"key":"10.1016\/j.asoc.2026.115099_bib37","doi-asserted-by":"crossref","first-page":"1187","DOI":"10.3390\/s22031187","article-title":"Assessing Perceptual Load and Cognitive Load by Fixation-Related Information of Eye Movements","volume":"22","author":"Liu","year":"2022","journal-title":"Sensors"},{"key":"10.1016\/j.asoc.2026.115099_bib38","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0203629","article-title":"Eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze","volume":"13","author":"Krejtz","year":"2018","journal-title":"PLoS One"},{"key":"10.1016\/j.asoc.2026.115099_bib39","doi-asserted-by":"crossref","first-page":"858","DOI":"10.1108\/AEAT-12-2023-0344","article-title":"Cognitive load assessment for cadet pilots in simulated aircraft environment-pilot study","volume":"96","author":"Alharasees","year":"2024","journal-title":"Aircr. Eng. Aerosp. Technol."},{"key":"10.1016\/j.asoc.2026.115099_bib40","doi-asserted-by":"crossref","first-page":"276","DOI":"10.1007\/s10956-011-9316-1","article-title":"Effects of Different Multimedia Presentations on Viewers\u2019 Information-Processing Activities Measured by Eye-Tracking Technology","volume":"21","author":"Chuang","year":"2012","journal-title":"J. Sci. Educ. Technol."},{"key":"10.1016\/j.asoc.2026.115099_bib41","doi-asserted-by":"crossref","DOI":"10.3389\/fpsyg.2021.702538","article-title":"The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load","volume":"12","author":"Ayres","year":"2021","journal-title":"Front. Psychol."},{"key":"10.1016\/j.asoc.2026.115099_bib42","doi-asserted-by":"crossref","first-page":"8528","DOI":"10.3390\/s23208528","article-title":"Characterisation of Cognitive Load Using Machine Learning Classifiers of Electroencephalogram Data","volume":"23","author":"Wang","year":"2023","journal-title":"Sensors"},{"key":"10.1016\/j.asoc.2026.115099_bib43","doi-asserted-by":"crossref","first-page":"118785","DOI":"10.1109\/ACCESS.2024.3428691","article-title":"Cognitive load estimation using a hybrid cluster-based unsupervised machine learning technique","volume":"12","author":"Hassan","year":"2024","journal-title":"IEEE Access"},{"key":"10.1016\/j.asoc.2026.115099_bib44","doi-asserted-by":"crossref","first-page":"542","DOI":"10.3390\/brainsci12050542","article-title":"Automated classification of cognitive workload levels based on psychophysiological and behavioural variables of ex-Gaussian distributional features","volume":"12","author":"Kaczorowska","year":"2022","journal-title":"Brain Sci."},{"key":"10.1016\/j.asoc.2026.115099_bib45","series-title":"in: Softw. Pract. Exp.","first-page":"2046","article-title":"A physiological data-driven model for learners\u2019 cognitive load detection using HRV-PRV feature fusion and optimized XGBoost classification","author":"Guo","year":"2020"},{"key":"10.1016\/j.asoc.2026.115099_bib46","doi-asserted-by":"crossref","unstructured":"A. Abdul, C. Von Der Weth, M. Kankanhalli, B.Y. Lim, COGAM: Measuring and Moderating Cognitive Load in Machine Learning Model Explanations, in: Conference on Human Factors in Computing Systems - Proceedings, Association for Computing Machinery, 2020: p. 3376615. https:\/\/doi.org\/10.1145\/3313831.3376615.","DOI":"10.1145\/3313831.3376615"},{"key":"10.1016\/j.asoc.2026.115099_bib47","doi-asserted-by":"crossref","first-page":"2344","DOI":"10.1002\/er.4016","article-title":"Use of MCDM techniques for energy policy and decision-making problems: A review","volume":"42","author":"Kaya","year":"2018","journal-title":"Int. J. Energy Res."},{"key":"10.1016\/j.asoc.2026.115099_bib48","doi-asserted-by":"crossref","first-page":"596","DOI":"10.1016\/j.rser.2016.11.191","article-title":"A review of multi criteria decision making (MCDM) towards sustainable renewable energy development","volume":"69","author":"Kumar","year":"2017","journal-title":"Renew. Sustain. Energy Rev."},{"key":"10.1016\/j.asoc.2026.115099_bib49","doi-asserted-by":"crossref","first-page":"33492","DOI":"10.1109\/ACCESS.2022.3161742","article-title":"MCDM and Various Prioritization Methods in AHP for CSS: A Comprehensive Review","volume":"10","author":"Gyani","year":"2022","journal-title":"IEEE Access"},{"key":"10.1016\/j.asoc.2026.115099_bib50","first-page":"98","article-title":"A multi-criteria fusion-based pose estimation method for civil aircraft maintenance operation tasks","volume":"2","author":"Pei","year":"2024","journal-title":"Adv. Des. Res."},{"key":"10.1016\/j.asoc.2026.115099_bib51","doi-asserted-by":"crossref","DOI":"10.1016\/j.asoc.2020.106757","article-title":"A linguistic distribution behavioral multi-criteria group decision making model integrating extended generalized TODIM and quantum decision theory","volume":"98","author":"Wu","year":"2021","journal-title":"Appl. Soft Comput."},{"key":"10.1016\/j.asoc.2026.115099_bib52","doi-asserted-by":"crossref","DOI":"10.1016\/j.cie.2020.106959","article-title":"An extended TODIM approach for group emergency decision making based on bidirectional projection with hesitant triangular fuzzy sets","volume":"151","author":"Ding","year":"2021","journal-title":"Comput. Ind. Eng."},{"key":"10.1016\/j.asoc.2026.115099_bib53","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2023.120665","article-title":"Performance evaluation of technological service platform: A rough Z-number-based BWM-TODIM method","volume":"230","author":"Zhang","year":"2023","journal-title":"Expert Syst. Appl."},{"key":"10.1016\/j.asoc.2026.115099_bib54","doi-asserted-by":"crossref","DOI":"10.1016\/j.cie.2023.109655","article-title":"An extended TODIM method for hyperbolic fuzzy environments","volume":"185","author":"Divsalar","year":"2023","journal-title":"Comput. Ind. Eng."},{"key":"10.1016\/j.asoc.2026.115099_bib55","doi-asserted-by":"crossref","DOI":"10.1016\/j.asoc.2023.111093","article-title":"Consensus-based generalized TODIM approach for occupational health and safety risk analysis with opinion interactions","volume":"150","author":"Tang","year":"2024","journal-title":"Appl. Soft Comput."},{"key":"10.1016\/j.asoc.2026.115099_bib56","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1016\/j.asoc.2014.09.025","article-title":"An integrated fuzzy MCDM based approach for robot selection considering objective and subjective criteria","volume":"26","author":"Parameshwaran","year":"2015","journal-title":"Appl. Soft Comput. J."},{"key":"10.1016\/j.asoc.2026.115099_bib57","doi-asserted-by":"crossref","first-page":"1041","DOI":"10.1016\/j.ejor.2018.02.054","article-title":"An analysis of the generalized TODIM method","volume":"269","author":"Llamazares","year":"2018","journal-title":"Eur. J. Oper. Res."},{"key":"10.1016\/j.asoc.2026.115099_bib58","doi-asserted-by":"crossref","DOI":"10.1016\/j.jclepro.2023.140108","article-title":"Ranking the optimal combination of low-impact urban development systems under climate change with the TODIM multi-criteria decision-making method","volume":"434","author":"Ashofteh","year":"2024","journal-title":"J. Clean. Prod."},{"key":"10.1016\/j.asoc.2026.115099_bib59","article-title":"Spatial network disintegration based on ranking aggregation","volume":"62","author":"Wang","year":"2025","journal-title":"Inf. Process. Manag"},{"key":"10.1016\/j.asoc.2026.115099_bib60","doi-asserted-by":"crossref","DOI":"10.1016\/j.techsoc.2021.101670","article-title":"Evaluation of information and communication technology development in G7 countries: An integrated MCDM approach","volume":"66","author":"Torkayesh","year":"2021","journal-title":"Technol. Soc."},{"key":"10.1016\/j.asoc.2026.115099_bib61","doi-asserted-by":"crossref","first-page":"2263","DOI":"10.1016\/j.rser.2009.06.021","article-title":"Review on multi-criteria decision analysis aid in sustainable energy decision-making","volume":"13","author":"Wang","year":"2009","journal-title":"Renew. Sustain. Energy Rev."},{"key":"10.1016\/j.asoc.2026.115099_bib62","first-page":"285","article-title":"A Comprehensive Review of the Novel Weighting Methods for Multi-Criteria Decision-Making","volume":"14","author":"Ayan","year":"2023","journal-title":"Inf. (Switz. )"},{"key":"10.1016\/j.asoc.2026.115099_bib63","doi-asserted-by":"crossref","DOI":"10.1016\/j.cie.2022.108138","article-title":"OSWMI: An objective-subjective weighted method for minimizing inconsistency in multi-criteria decision making","volume":"169","author":"Paramanik","year":"2022","journal-title":"Comput. Ind. Eng."},{"key":"10.1016\/j.asoc.2026.115099_bib64","first-page":"419","article-title":"Prioritizing the weights of the evaluation criteria under fuzziness: The fuzzy full consistency method \u2013 fucom-f, Facta Universitatis","volume":"18","author":"Pamucar","year":"2020","journal-title":"Ser. Mech. Eng."},{"key":"10.1016\/j.asoc.2026.115099_bib65","doi-asserted-by":"crossref","first-page":"1831","DOI":"10.1007\/s10668-022-02787-5","article-title":"Suitable site selection by using full consistency method (FUCOM): a case study for maize cultivation in northwest Turkey","volume":"26","author":"Everest","year":"2024","journal-title":"Environ. Dev. Sustain"},{"key":"10.1016\/j.asoc.2026.115099_bib66","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2023.121041","article-title":"A novel gray FUCOM method and its application for better video games experiences","volume":"234","author":"Nemati","year":"2023","journal-title":"Expert Syst. Appl."},{"key":"10.1016\/j.asoc.2026.115099_bib67","doi-asserted-by":"crossref","first-page":"11195","DOI":"10.1007\/s10668-021-01902-2","article-title":"Evaluation and selection of healthcare waste incinerators using extended sustainability criteria and multi-criteria analysis methods","volume":"24","author":"Pu\u0161ka","year":"2022","journal-title":"Environ. Dev. Sustain"},{"key":"10.1016\/j.asoc.2026.115099_bib68","doi-asserted-by":"crossref","DOI":"10.1016\/j.asoc.2022.109414","article-title":"Interval type-2 fuzzy development of FUCOM and activity relationship charts along with MARCOS for facilities layout evaluation","volume":"128","author":"G\u00f6lc\u00fck","year":"2022","journal-title":"Appl. Soft Comput."},{"key":"10.1016\/j.asoc.2026.115099_bib69","doi-asserted-by":"crossref","first-page":"1003","DOI":"10.1007\/s10845-021-01832-w","article-title":"Integrated approaches of BWM-QFD and FUCOM-QFD for improving weighting solution of design matrix","volume":"34","author":"Fazeli","year":"2023","journal-title":"J. Intell. Manuf."},{"key":"10.1016\/j.asoc.2026.115099_bib70","doi-asserted-by":"crossref","first-page":"2635","DOI":"10.1002\/hpm.3488","article-title":"Healthcare performance management using integrated FUCOM-MARCOS approach: The case of India","volume":"37","author":"Abdullah","year":"2022","journal-title":"Int. J. Health Plan. Manag."},{"key":"10.1016\/j.asoc.2026.115099_bib71","doi-asserted-by":"crossref","first-page":"8619","DOI":"10.1007\/s11069-024-06541-0","article-title":"Comparison of weighting methods of multicriteria decision analysis (MCDA) in evaluation of flood hazard index","volume":"120","author":"Esmaili","year":"2024","journal-title":"Nat. Hazards"},{"key":"10.1016\/j.asoc.2026.115099_bib72","doi-asserted-by":"crossref","DOI":"10.1016\/j.est.2023.110329","article-title":"Performance optimization and scheme evaluation of liquid cooling battery thermal management systems based on the entropy weight method","volume":"80","author":"Feng","year":"2024","journal-title":"J. Energy Storage"},{"key":"10.1016\/j.asoc.2026.115099_bib73","doi-asserted-by":"crossref","DOI":"10.1016\/j.seps.2024.101851","article-title":"A single-valued neutrosophic CIMAS-CRITIC-RBNAR decision support model for the financial performance analysis: A study of technology companies","volume":"92","author":"Kara","year":"2024","journal-title":"Socioecon. Plann. Sci."},{"key":"10.1016\/j.asoc.2026.115099_bib74","article-title":"A novel LOPCOW-DOBI multi-criteria sustainability performance assessment methodology: An application in developing country banking sector","volume":"112","author":"Ecer","year":"2022","journal-title":"Omega (U. Kingd. )"},{"key":"10.1016\/j.asoc.2026.115099_bib75","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1016\/j.compedu.2011.09.022","article-title":"The effects of presentation method and information density on visual search ability and working memory load","volume":"58","author":"Chang","year":"2012","journal-title":"Comput. Educ."},{"key":"10.1016\/j.asoc.2026.115099_bib76","doi-asserted-by":"crossref","first-page":"13373","DOI":"10.1007\/s10462-023-10476-6","article-title":"The q-rung fuzzy LOPCOW-VIKOR model to assess the role of unmanned aerial vehicles for precision agriculture realization in the Agri-Food 4.0 era","volume":"56","author":"Ecer","year":"2023","journal-title":"Artif. Intell. Rev."},{"key":"10.1016\/j.asoc.2026.115099_bib77","doi-asserted-by":"crossref","DOI":"10.3389\/fpsyg.2021.572437","article-title":"Measuring Cognitive Load Using In-Game Metrics of a Serious Simulation Game","volume":"12","author":"Sevcenko","year":"2021","journal-title":"Front. Psychol."},{"key":"10.1016\/j.asoc.2026.115099_bib78","doi-asserted-by":"crossref","first-page":"393","DOI":"10.3390\/sym10090393","article-title":"A new model for determiningweight coefficients of criteria in MCDM models: Full Consistency Method (FUCOM)","volume":"10","author":"Pamu\u010dar","year":"2018","journal-title":"Symmetry"},{"key":"10.1016\/j.asoc.2026.115099_bib79","article-title":"A new hybrid MCDM framework for third-party logistics provider selection under sustainability perspectives","volume":"234","author":"Nila","year":"2023","journal-title":"Expert Syst. Appl."},{"key":"10.1016\/j.asoc.2026.115099_bib80","doi-asserted-by":"crossref","unstructured":"A. Tversky, D. Kahneman, Advances in Prospect Theory: Cumulative Representation of Uncertainty, 1992. https:\/\/doi.org\/10.1007\/bf00122574.","DOI":"10.1007\/BF00122574"},{"key":"10.1016\/j.asoc.2026.115099_bib81","doi-asserted-by":"crossref","DOI":"10.1155\/2022\/9986137","article-title":"Comparative Analysis of TOPSIS and TODIM for the Performance Evaluation of Foreign Players in Indian Premier League","volume":"2022","author":"Dutta","year":"2022","journal-title":"Complexity"},{"key":"10.1016\/j.asoc.2026.115099_bib82","series-title":"Experiments in Environmental Economics","first-page":"143","article-title":"Prospect theory: An analysis of decision under risk","author":"Kahneman","year":"2018"},{"key":"10.1016\/j.asoc.2026.115099_bib83","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1007\/s00355-011-0603-9","article-title":"The original Borda count and partial voting","volume":"40","author":"Emerson","year":"2013","journal-title":"Soc. Choice Welf."},{"key":"10.1016\/j.asoc.2026.115099_bib84","unstructured":"J. Xing, Designing Questionnaires for Controlling and Managing Information Complexity in Visual Displays, 2008."},{"key":"10.1016\/j.asoc.2026.115099_bib85","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1002\/hfm.20327","article-title":"Complexity questionnaires of visual displays: A validation study of two information complexity questionnaires of visual displays","volume":"23","author":"Ling","year":"2013","journal-title":"Hum. Factors Ergon. Manuf."},{"key":"10.1016\/j.asoc.2026.115099_bib86","article-title":"Effects of spectrally varied lighting conditions on cognitive performance, user preference, and cardiac effort in indoor lighting environments during daytime","volume":"15","author":"Beck","year":"2025","journal-title":"Appl. Sci. (Switz. )"},{"key":"10.1016\/j.asoc.2026.115099_bib87","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1016\/j.ejor.2007.10.046","article-title":"An application of the TODIM method to the multicriteria rental evaluation of residential properties","volume":"193","author":"Autran Monteiro Gomes","year":"2009","journal-title":"Eur. J. Oper. Res."},{"key":"10.1016\/j.asoc.2026.115099_bib88","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1016\/j.knosys.2012.12.014","article-title":"Extended TODIM method for hybrid multiple attribute decision making problems","volume":"42","author":"Fan","year":"2013","journal-title":"Knowl. Based Syst."},{"key":"10.1016\/j.asoc.2026.115099_bib89","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1257\/jep.15.4.143","article-title":"Quantile Regression","volume":"15","author":"Koenker","year":"2001","journal-title":"J. Econ. Perspect."},{"key":"10.1016\/j.asoc.2026.115099_bib90","doi-asserted-by":"crossref","first-page":"869","DOI":"10.1016\/j.ejor.2015.06.032","article-title":"Sensitivity analysis: A review of recent advances","volume":"248","author":"Borgonovo","year":"2016","journal-title":"Eur. J. Oper. Res."},{"key":"10.1016\/j.asoc.2026.115099_bib91","first-page":"13","article-title":"Hybrid MCDM Solutions for Evaluation of the Logistics Performance Index of the Western Balkan Countries","volume":"10","author":"Me\u0161i\u0107","year":"2022","journal-title":"Econ. Innov. Econ. Res. J."},{"key":"10.1016\/j.asoc.2026.115099_bib92","doi-asserted-by":"crossref","first-page":"631","DOI":"10.1007\/s10479-024-05972-z","article-title":"An integrated HPF-TODIM-MULTIMOORA approach for car selection through online reviews","volume":"348","author":"Liu","year":"2025","journal-title":"Ann. Oper. Res."},{"key":"10.1016\/j.asoc.2026.115099_bib93","doi-asserted-by":"crossref","first-page":"6459","DOI":"10.1016\/j.eswa.2013.05.070","article-title":"A study of TODIM in a intuitionistic fuzzy and random environment","volume":"40","author":"Lourenzutti","year":"2013","journal-title":"Expert Syst. Appl."}],"container-title":["Applied Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1568494626005478?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1568494626005478?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,5,23]],"date-time":"2026-05-23T23:39:27Z","timestamp":1779579567000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1568494626005478"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6]]},"references-count":93,"alternative-id":["S1568494626005478"],"URL":"https:\/\/doi.org\/10.1016\/j.asoc.2026.115099","relation":{},"ISSN":["1568-4946"],"issn-type":[{"value":"1568-4946","type":"print"}],"subject":[],"published":{"date-parts":[[2026,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"A cognitive load assessment method for digital museum interactive interfaces based on multi-criteria decision-making","name":"articletitle","label":"Article Title"},{"value":"Applied Soft Computing","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.asoc.2026.115099","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"115099"}}