{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,24]],"date-time":"2026-04-24T15:50:46Z","timestamp":1777045846124,"version":"3.51.4"},"reference-count":115,"publisher":"Informa UK Limited","funder":[{"DOI":"10.13039\/501100001871","name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","doi-asserted-by":"publisher","award":["UID\/97\/2025"],"award-info":[{"award-number":["UID\/97\/2025"]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Management Science and Engineering Management"],"DOI":"10.1080\/17509653.2025.2609822","type":"journal-article","created":{"date-parts":[[2026,1,4]],"date-time":"2026-01-04T19:06:01Z","timestamp":1767553561000},"page":"1-23","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":1,"title":["A decision-support model for data product valuation in the energy sector: A multi-criteria perspective"],"prefix":"10.1080","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5543-6010","authenticated-orcid":false,"given":"Markus","family":"Hafner","sequence":"first","affiliation":[{"name":"Centre for Management Studies (CEGIST), Instituto Superior T\u00e9cnico, Lisbon, Portugal"},{"name":"INESC, INOV, Instituto Superior T\u00e9cnico","place":["Lisbon, Portugal"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0489-4465","authenticated-orcid":false,"given":"Miguel Mira","family":"da Silva","sequence":"additional","affiliation":[{"name":"INESC, INOV, Instituto Superior T\u00e9cnico","place":["Lisbon, Portugal"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4053-9214","authenticated-orcid":false,"given":"M\u00f3nica D.","family":"Oliveira","sequence":"additional","affiliation":[{"name":"Centre for Management Studies (CEGIST), Instituto Superior T\u00e9cnico, Lisbon, Portugal"},{"name":"Instituto Superior T\u00e9cnico","place":["Lisbon, Portugal"]}]},{"given":"Frederico","family":"Cabral","sequence":"additional","affiliation":[{"name":"Galp Energia SGPS S.A","place":["Lisbon, Portugal"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7318-2496","authenticated-orcid":false,"given":"Henderik Alex","family":"Proper","sequence":"additional","affiliation":[{"name":"TU Wien","place":["Vienna, Austria"]}]}],"member":"301","published-online":{"date-parts":[[2026,1,4]]},"reference":[{"key":"e_1_3_2_2_1","first-page":"375","volume-title":"Advanced Information Systems Engineering Workshops. In 27th International Conference on Advanced Information Systems Engineering","author":"Aldea, A., Iacob, M. E., van Hillegersberg, J., Quartel, D., & Franken, H.","year":"2015","unstructured":"Aldea, A., Iacob, M. E., van Hillegersberg, J., Quartel, D., & Franken, H. (2015). Modelling value with ArchiMate. Advanced Information Systems Engineering Workshops. In 27th International Conference on Advanced Information Systems Engineering (pp. 375\u2013388). Stockholm. https:\/\/doi.org\/10.1007\/978-3-319-19243-7_35"},{"key":"e_1_3_2_3_1","doi-asserted-by":"publisher","DOI":"10.3390\/logistics5020022"},{"key":"e_1_3_2_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.SOCSCIMED.2017.06.024"},{"key":"e_1_3_2_5_1","first-page":"133","volume-title":"In. 20th International Conference on Enterprise Information Systems","author":"Attard J.","year":"2018","unstructured":"Attard, J., & Brennan, R. (2018). A semantic data value vocabulary supporting data value assessment and measurement integration. In. 20th International Conference on Enterprise Information Systems (pp. 133\u2013144). SciTePress, Funchal. https:\/\/doi.org\/10.5220\/0006777701330144"},{"key":"e_1_3_2_6_1","doi-asserted-by":"publisher","DOI":"10.1057\/ejis.2013.12"},{"key":"e_1_3_2_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/0969-6016(94)90010-8"},{"key":"e_1_3_2_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/MCDA.292"},{"key":"e_1_3_2_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.omega.2011.08.006"},{"key":"e_1_3_2_10_1","unstructured":"Bana e Costa C. A. & Beinat E. (2005). Model-structuring in public decision-aiding. London. https:\/\/eprints.lse.ac.uk\/22716\/1\/05079.pdf"},{"key":"e_1_3_2_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2011.09.019"},{"key":"e_1_3_2_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(03)00155-3"},{"key":"e_1_3_2_13_1","first-page":"387","article-title":"Macbeth. (Overview of MACBETH multicriteria decision analysis approach)","author":"Bana e Costa, C.A., De Corte, J.-M. & Vansnick, J.-C.","year":"2003","unstructured":"Bana e Costa, C.A., De Corte, J.-M. & Vansnick, J.-C. (2003). Macbeth. (Overview of MACBETH multicriteria decision analysis approach). International Journal of Information Technology and Decision Making, 387.","journal-title":"International Journal of Information Technology and Decision Making"},{"key":"e_1_3_2_14_1","doi-asserted-by":"publisher","DOI":"10.1142\/S0219622012400068"},{"key":"e_1_3_2_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4939-3094-4_11"},{"key":"e_1_3_2_16_1","unstructured":"Bana e Costa C.A. De Corte J.-M. & Vansnick J.-C. (2017). M-Macbeth user\u2019s guide."},{"key":"e_1_3_2_17_1","doi-asserted-by":"publisher","DOI":"10.1287\/deca.1080.0104"},{"key":"e_1_3_2_18_1","doi-asserted-by":"crossref","unstructured":"Bana e Costa C.A. & Vansnick J.-C. (1999). The MACBETH approach: Basic ideas software and an application. 4. https:\/\/doi.org\/10.1007\/978-94-017-0647-6_9","DOI":"10.1007\/978-94-017-0647-6_9"},{"key":"e_1_3_2_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2020.102233"},{"key":"e_1_3_2_20_1","first-page":"1","volume-title":"In. 20th European Conference on Information Systems","volume":"197","author":"Bauer C.","year":"2012","unstructured":"Bauer, C., Korunovska, J., & Spiekermann, S. (2012). On the value of information: What Facebook users are willing to pay. In. 20th European Conference on Information Systems, Barcelona, Spain, (Vol. 197. pp. 1\u201313). https:\/\/aisel.aisnet.org\/cgi\/viewcontent.cgi?article=1196&context=ecis2012"},{"key":"e_1_3_2_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-1495-4"},{"key":"e_1_3_2_22_1","doi-asserted-by":"publisher","DOI":"10.3390\/su11071952"},{"key":"e_1_3_2_23_1","first-page":"188","volume-title":"In. 21st International Conference on Enterprise Information Systems, SciTePress","author":"Brennan R.","year":"2019","unstructured":"Brennan, R., et al. (2019). Exploring data value assessment: A survey method and investigation of the perceived relative importance of data value dimensions. In. 21st International Conference on Enterprise Information Systems, SciTePress, Heraklion, Greece, (pp. 188\u2013195). https:\/\/doi.org\/10.5220\/0007723402000207"},{"key":"e_1_3_2_24_1","first-page":"573","volume-title":"In. 20th International Conference on Enterprise Information Systems","author":"Brennan R.","year":"2018","unstructured":"Brennan, R., Attard, J., & Helfert, M. (2018). Management of data value chains, a value monitoring capability maturity model. In. 20th International Conference on Enterprise Information Systems (pp. 573\u2013584. SciTePress, Funchal. https:\/\/doi.org\/10.5220\/0006684805730584"},{"key":"e_1_3_2_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.JBUSRES.2020.07.036"},{"key":"e_1_3_2_26_1","doi-asserted-by":"publisher","DOI":"10.3390\/rs11040406"},{"key":"e_1_3_2_27_1","doi-asserted-by":"crossref","first-page":"3799","DOI":"10.1145\/3025453.3025903","volume-title":"Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems","author":"Caba\u00f1as J. G.","year":"2017","unstructured":"Caba\u00f1as, J. G., Cuevas, A., & Cuevas, R. (2017). Fdvt: Data valuation tool for Facebook users. Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, Denver, USA, (pp. 3799\u20133809). https:\/\/doi.org\/10.1145\/3025453"},{"key":"e_1_3_2_28_1","doi-asserted-by":"publisher","DOI":"10.3390\/jrfm16030206"},{"key":"e_1_3_2_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-022-01679-4"},{"key":"e_1_3_2_30_1","doi-asserted-by":"publisher","DOI":"10.1111\/joes.12585"},{"key":"e_1_3_2_31_1","doi-asserted-by":"publisher","DOI":"10.5555\/3165209"},{"key":"e_1_3_2_32_1","unstructured":"Decision eyes. (2019). Wisedon - home. https:\/\/www.wised-on.com\/"},{"key":"e_1_3_2_33_1","doi-asserted-by":"publisher","DOI":"10.4324\/9780203412879-14"},{"key":"e_1_3_2_34_1","doi-asserted-by":"publisher","DOI":"10.1108\/JMH-09-2023-0096"},{"key":"e_1_3_2_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-23081-5_7"},{"key":"e_1_3_2_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3736178"},{"key":"e_1_3_2_37_1","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-27659-9"},{"key":"e_1_3_2_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2015.06.008"},{"key":"#cr-split#-e_1_3_2_39_1.1","unstructured":"European Parliament and Council of the European Union. (2016). Regulation"},{"key":"#cr-split#-e_1_3_2_39_1.2","unstructured":"(EU) 2016\/679 of the European Parliament and of the Council of 27 April 2016 on the protection of natural persons with regard to the processing of personal data and on the free movement of such data and repealing Directive 95\/46\/EC (General Data Protection Regulation). Official journal of the European Union [Preprint]. Available at: https:\/\/eur-lex.europa.eu\/legal-content\/EN\/TXT\/HTML\/?uri=CELEX:32016R0679"},{"key":"e_1_3_2_40_1","unstructured":"European Parliament and Council of the European Union. (2024). Regulation (eu) 2024\/1689 of the European Parliament and of the council of 13 June 2024 laying down harmonised rules on artificial intelligence and amending regulations (ec) No 300\/2008 (eu) No 167\/2013 (eu) No 168\/2013 (eu) 2018\/858 (eu) 2018\/1139 and (eu) 2019\/2144 and directives 2014\/90\/EU (eu) 2016\/797 and (eu) 2020\/1828 (artificial intelligence Act). Official journal of the European Union [Preprint]. Available at: https:\/\/eur-lex.europa.eu\/legal-content\/EN\/TXT\/HTML\/?uri=OJ:L_202401689#anx_III"},{"key":"e_1_3_2_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.OMEGA.2013.09.006"},{"key":"e_1_3_2_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.JBUSRES.2021.08.029"},{"key":"e_1_3_2_43_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-018-3083-9"},{"key":"e_1_3_2_44_1","doi-asserted-by":"publisher","DOI":"10.1162\/99608f92.c18db966"},{"key":"e_1_3_2_45_1","doi-asserted-by":"publisher","DOI":"10.1002\/9780470400531.EORMS0683"},{"key":"e_1_3_2_46_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-69191-6_4"},{"key":"e_1_3_2_47_1","first-page":"3535","volume-title":"In. 37th International Conference on Machine Learning, PMLR","author":"Ghorbani A.","year":"2020","unstructured":"Ghorbani, A., Kim, M. P., & Zou, J. (2020). A distributional framework for data valuation. In. 37th International Conference on Machine Learning, PMLR (pp. 3535\u20133544. https:\/\/doi.org\/10.48550\/arXiv.2002.12334"},{"key":"e_1_3_2_48_1","doi-asserted-by":"publisher","DOI":"10.1080\/17509653.2016.1255857"},{"key":"e_1_3_2_49_1","doi-asserted-by":"publisher","DOI":"10.1080\/07421222.2018.1451951"},{"key":"e_1_3_2_50_1","unstructured":"Hafner M. et al. (2025). Data valuation business capability: A case study in the energy sector Taylor & Francis Unpublished submitted manuscript (pending review in Enterprise Information Systems) [Preprint]."},{"key":"e_1_3_2_51_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-023-01994-4"},{"key":"e_1_3_2_52_1","doi-asserted-by":"publisher","DOI":"10.1080\/17517575.2024.2358920"},{"key":"e_1_3_2_53_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10257-025-00701-w"},{"key":"e_1_3_2_54_1","doi-asserted-by":"publisher","DOI":"10.1049\/cim2.12046"},{"key":"e_1_3_2_55_1","volume-title":"Business process improvement","author":"Harrington J.","year":"1991","unstructured":"Harrington, J. (1991). Business process improvement. R. R. Donnelley & Sons Company."},{"key":"e_1_3_2_56_1","volume-title":"In. 31st European Conference on Information Systems","author":"Hasan M. R.","year":"2023","unstructured":"Hasan, M. R., & Legner, C. (2023). Understanding data products: Motivations, definition, and categories. In. 31st European Conference on Information Systems, Kristiansand. https:\/\/aisel.aisnet.org\/ecis2023_rp\/229\/"},{"key":"e_1_3_2_57_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-57997-5_39"},{"key":"e_1_3_2_58_1","first-page":"256","volume-title":"In. 2015 IEEE International Conference on Services Computing","author":"Huang G.","year":"2015","unstructured":"Huang, G., et al. (2015). A data as a product model for future consumption of big stream data in clouds. In. 2015 IEEE International Conference on Services Computing, New York, USA, (pp. 256\u2013263). https:\/\/doi.org\/10.1109\/SCC.2015.43"},{"key":"e_1_3_2_59_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.IS.2020.101608"},{"key":"e_1_3_2_60_1","doi-asserted-by":"publisher","DOI":"10.3390\/en15113973"},{"key":"e_1_3_2_61_1","doi-asserted-by":"publisher","DOI":"10.5437\/08956308X5601003"},{"key":"e_1_3_2_62_1","first-page":"5732","volume-title":"In. 58th Hawaii International Conference on System Sciences, Waikoloa Village","author":"Kakuschke N.","year":"2025","unstructured":"Kakuschke, N., Legner, C., & Jung, R. (2025). Creating value from data the right way - a framework for assessing data value creation use cases. In. 58th Hawaii International Conference on System Sciences, Waikoloa Village, Waikoloa Village, Big Island, Hawaii, USA, (pp. 5732\u20135746). https:\/\/doi.org\/10.24251\/HICSS.2025.687"},{"key":"e_1_3_2_63_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-023-08361-z"},{"key":"e_1_3_2_64_1","volume-title":"In. Zone 1 Conference of the American Society for Engineering Education","author":"Khan M. A.","year":"2014","unstructured":"Khan, M. A., Uddin, M. F., & Gupta, N. (2014). Seven v\u2019s of big data understanding big data to extract value. In. Zone 1 Conference of the American Society for Engineering Education, IEEE. Bridgeport. https:\/\/doi.org\/10.1109\/ASEEZone1.2014.6820689"},{"key":"e_1_3_2_65_1","unstructured":"Laney D. (2001). 3D data management: Controlling data volume velocity and variety. Application delivery strategies. https:\/\/diegonogare.net\/wp-content\/uploads\/2020\/08\/3D-Data-Management-Controlling-Data-Volume-Velocity-and-Variety.pdf"},{"key":"e_1_3_2_66_1","first-page":"487","volume-title":"Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering (SEKE)","author":"Lega M.","year":"2022","unstructured":"Lega, M., Colot, C., Burnay, C., & Linden, I. (2022). Supporting data selection for decision support systems: Towards a decision-making data value taxonomy. Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering (SEKE) (pp. 487\u2013492). Knowledge Systems Institute Graduate School. https:\/\/doi.org\/10.18293\/SEKE2022-104"},{"key":"e_1_3_2_67_1","first-page":"2053","volume-title":"In. 37th International Conference on Distributed Computing Systems (ICDCS)","author":"Li X.","year":"2017","unstructured":"Li, X., et al. (2017). A first look at information entropy-based data pricing. In. 37th International Conference on Distributed Computing Systems (ICDCS), Atlanta, USA, (pp. 2053\u20132060). IEEE. https:\/\/doi.org\/10.1109\/ICDCS.2017.45"},{"key":"e_1_3_2_68_1","first-page":"88","volume-title":"In. 4th IEEE International Conference on Big Data Analytics, ICBDA 2019","author":"Li Z.","year":"2019","unstructured":"Li, Z., Ni, Y., Gao, X., Cai, G. (2019). Value evaluation of data assets: Progress and enlightenment. In. 4th IEEE International Conference on Big Data Analytics, ICBDA 2019 (pp. 88\u201393). IEEE, Suzhou. https:\/\/doi.org\/10.1109\/ICBDA.2019.8713240"},{"key":"e_1_3_2_69_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2806881"},{"key":"e_1_3_2_70_1","doi-asserted-by":"publisher","DOI":"10.3390\/su16083284"},{"key":"e_1_3_2_71_1","first-page":"488","volume-title":"In. Proceedings of the 2016 International Conference on Education, E-learning and Management Technology","author":"Lin Z.","year":"2016","unstructured":"Lin, Z., & Wu, Y. (2016). Research on the method of evaluating the value of data assets. In. Proceedings of the 2016 International Conference on Education, E-learning and Management Technology, Xi\u2019an, China, (pp. 488\u2013492). https:\/\/doi.org\/10.2991\/iceemt-16.2016.95"},{"key":"e_1_3_2_72_1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2023.3345450"},{"key":"e_1_3_2_73_1","doi-asserted-by":"publisher","DOI":"10.1080\/17509653.2022.2043197"},{"key":"e_1_3_2_74_1","first-page":"1","volume-title":"In. ITM Web of Conferences","author":"Meierhofer J.","year":"2022","unstructured":"Meierhofer, J., Bendech, R., Schweiger, L., Barbieri, C., Rapaccini, M. (2022). Quantitative modelling of the value of data for manufacturing SMEs in smart service provision. In. ITM Web of Conferences, Geneve, Switzerland, (pp. 1\u201314). https:\/\/doi.org\/10.1051\/itmconf\/20224104001"},{"key":"e_1_3_2_75_1","doi-asserted-by":"publisher","DOI":"10.3389\/fmtec.2023.1057537"},{"key":"e_1_3_2_76_1","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-021-00446-6"},{"key":"e_1_3_2_77_1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2973662"},{"key":"e_1_3_2_78_1","volume-title":"The TOGAF\u00ae standard -","author":"The Open Group","year":"2022","unstructured":"The Open Group. (2022). The TOGAF\u00ae standard - (10thed.).","edition":"10"},{"key":"e_1_3_2_79_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3045927"},{"key":"e_1_3_2_80_1","doi-asserted-by":"publisher","DOI":"10.1080\/17509653.2012.10671210"},{"key":"e_1_3_2_81_1","doi-asserted-by":"publisher","DOI":"10.1016\/0001-6918(84)90005-2"},{"key":"e_1_3_2_82_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-007-0183-3"},{"key":"e_1_3_2_83_1","doi-asserted-by":"publisher","DOI":"10.1080\/17509653.2019.1604191"},{"key":"e_1_3_2_84_1","doi-asserted-by":"publisher","DOI":"10.1080\/17517575.2011.625571"},{"key":"e_1_3_2_85_1","doi-asserted-by":"publisher","DOI":"10.1080\/17509653.2015.1113394"},{"key":"e_1_3_2_86_1","first-page":"344","volume-title":"In. 7th International Conference on Future Networks and Distributed Systems","author":"Ramadan Q.","year":"2024","unstructured":"Ramadan, Q., Boukhers, Z., Alshaikh, M., Lange, C., Jurjens, J. (2024). Data trading and monetization: Challenges and open research directions. In. 7th International Conference on Future Networks and Distributed Systems (pp. 344\u2013351). ACM, New York. https:\/\/doi.org\/10.1145\/3644713.3644758"},{"key":"e_1_3_2_87_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-85914-5_59"},{"key":"e_1_3_2_88_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13198-016-0455-x"},{"key":"e_1_3_2_89_1","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1007\/978-3-030-00847-5_11","volume-title":"International Conference on Conceptual Modeling","author":"Sales T. P.","year":"2018","unstructured":"Sales, T. P., Bai\u00e3o, F., Guizzardi, G., Almeida, J. P. A, Guarino, N., Mylopoulos J. (2018). The common ontology of value and risk, in J. C. Trujillo (Ed.) International Conference on Conceptual Modeling (pp. 121\u2013135). Springer International Publishing, Cham. https:\/\/doi.org\/10.1007\/978-3-030-00847-5_11"},{"key":"e_1_3_2_90_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-21290-2_15"},{"key":"e_1_3_2_91_1","doi-asserted-by":"publisher","DOI":"10.1080\/10580530.2022.2085825"},{"key":"e_1_3_2_92_1","doi-asserted-by":"crossref","unstructured":"Shen Y. Guo B. Shen Y. Wu F. Zhang H. Duan X. & Dong X. (2019). Pricing personal data based on information entropy. In. Proceedings of the 2nd International Conference on Software Engineering and Information Management (pp. 143\u2013146). ACM. https:\/\/doi.org\/10.1145\/3305160.3305204","DOI":"10.1145\/3305160.3305204"},{"key":"e_1_3_2_93_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.COSE.2021.102529"},{"key":"e_1_3_2_94_1","volume-title":"In. ACM International Conference Proceeding Series, Association for Computing Machinery","author":"Si Y.","year":"2020","unstructured":"Si, Y., & Qin, S., (2020). Research on factors influencing the value of data products and pricing models. In. ACM International Conference Proceeding Series, Association for Computing Machinery, Sanya, China. https:\/\/doi.org\/10.1145\/3424978.3425146"},{"key":"e_1_3_2_95_1","first-page":"1","volume-title":"In. 4th International Conference on Computer Science and Application Engineering","author":"Si Y.","year":"2020","unstructured":"Si, Y., & Xiao, Q., (2020). Research on data product quality evaluation model based on AHP and TOPSIS. In. 4th International Conference on Computer Science and Application Engineering (pp. 1\u20135). Association for Computing Machinery, New York, NY, USA. https:\/\/doi.org\/10.1145\/3424978.3425087"},{"key":"e_1_3_2_96_1","doi-asserted-by":"publisher","DOI":"10.2308\/isys-51429"},{"key":"e_1_3_2_97_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0284581"},{"key":"e_1_3_2_98_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-85902-2_19"},{"key":"e_1_3_2_99_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4939-3094-4_12"},{"key":"e_1_3_2_100_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2013.155"},{"key":"e_1_3_2_101_1","unstructured":"Thieullent A.-L. et al. (2020). The data-powered enterprise. https:\/\/www.capgemini.com\/wp-content\/uploads\/2020\/11\/Data-powered-enterprise-report.pdf"},{"key":"e_1_3_2_102_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3147799"},{"key":"e_1_3_2_103_1","doi-asserted-by":"publisher","DOI":"10.35120\/kij3001197t"},{"key":"e_1_3_2_104_1","doi-asserted-by":"publisher","DOI":"10.1093\/rof\/rfac073"},{"key":"e_1_3_2_105_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.omega.2019.03.005"},{"key":"e_1_3_2_106_1","first-page":"917","volume-title":"In. 2022 IEEE 5th International Electrical and Energy Conference (CIEEC)","author":"Wang B.","year":"2022","unstructured":"Wang, B., et al. (2022). Data valuation in electricity transactions with uncertainty considering risk preferences. In. 2022 IEEE 5th International Electrical and Energy Conference (CIEEC), Nanjing, China, (pp. 917\u2013921). https:\/\/doi.org\/10.1109\/CIEEC54735.2022.9846601"},{"key":"e_1_3_2_107_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2021.116643"},{"key":"e_1_3_2_108_1","unstructured":"Winterfeldt V. Detlof & Edwards W. (1986). Decision analysis and behavioral research. 604\u2013604."},{"key":"e_1_3_2_109_1","first-page":"24150","volume-title":"Proceedings of the 39th International Conference on Machine Learning, PMLR","author":"Wu Z.","year":"2022","unstructured":"Wu, Z., Shu, Y., & Low, B. K. H. (2022). DavinZ: Data valuation using deep neural networks at initialization, in K. Chaudhuri (Ed.) Proceedings of the 39th International Conference on Machine Learning, PMLR, Baltimore, USA, (pp. 24150\u201324176). https:\/\/proceedings.mlr.press\/v162\/wu22j.html"},{"key":"e_1_3_2_110_1","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899X\/677\/3\/032008"},{"key":"e_1_3_2_111_1","first-page":"850","volume-title":"In. Proceedings - IEEE INFOCOM","author":"Xu A.","year":"2022","unstructured":"Xu, A., et al. (2022). Online data valuation and pricing for machine learning tasks in mobile health. In. Proceedings - IEEE INFOCOM (pp. 850\u2013859. Institute of Electrical and Electronics Engineers Inc. https:\/\/doi.org\/10.1109\/INFOCOM48880.2022.9796669"},{"key":"e_1_3_2_112_1","doi-asserted-by":"publisher","DOI":"10.1016\/J.CIE.2017.08.008"},{"key":"e_1_3_2_113_1","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.3609120"},{"key":"e_1_3_2_114_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2024.3392987"},{"key":"e_1_3_2_115_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-18134-4_100"}],"container-title":["International Journal of Management Science and Engineering Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/17509653.2025.2609822","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,4]],"date-time":"2026-01-04T19:06:07Z","timestamp":1767553567000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/17509653.2025.2609822"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1,4]]},"references-count":115,"alternative-id":["10.1080\/17509653.2025.2609822"],"URL":"https:\/\/doi.org\/10.1080\/17509653.2025.2609822","relation":{},"ISSN":["1750-9653","1750-9661"],"issn-type":[{"value":"1750-9653","type":"print"},{"value":"1750-9661","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1,4]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tmse20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tmse20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2025-03-28","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-12-18","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-01-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}