{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,10]],"date-time":"2025-11-10T08:09:00Z","timestamp":1762762140726,"version":"3.40.3"},"publisher-location":"Cham","reference-count":39,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031502033"},{"type":"electronic","value":"9783031502040"}],"license":[{"start":{"date-parts":[[2023,12,13]],"date-time":"2023-12-13T00:00:00Z","timestamp":1702425600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,12,13]],"date-time":"2023-12-13T00:00:00Z","timestamp":1702425600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-50204-0_22","type":"book-chapter","created":{"date-parts":[[2023,12,12]],"date-time":"2023-12-12T06:03:09Z","timestamp":1702360989000},"page":"259-270","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Big Data Analytics Adoption Framework and its Verification Using a Case Study"],"prefix":"10.1007","author":[{"given":"Shivam","family":"Tyagi","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7346-6982","authenticated-orcid":false,"given":"Veena","family":"Bansal","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9331-3799","authenticated-orcid":false,"given":"Deepak","family":"Saxena","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,12,13]]},"reference":[{"issue":"3","key":"22_CR1","doi-asserted-by":"publisher","first-page":"285","DOI":"10.1016\/j.bushor.2017.01.002","volume":"60","author":"A Alharthi","year":"2017","unstructured":"Alharthi, A., Krotov, V., Bowman, M.: Addressing barriers to big data. Bus. Horiz. 60(3), 285\u2013292 (2017)","journal-title":"Bus. Horiz."},{"key":"22_CR2","doi-asserted-by":"crossref","unstructured":"Behl, A.: Antecedents to firm performance and competitiveness using the lens of big data analytics: a cross-cultural study.\u00a0Manage. Decis. 60(2), 368\u2013398 (2020)","DOI":"10.1108\/MD-01-2020-0121"},{"key":"22_CR3","doi-asserted-by":"crossref","unstructured":"Chen, H., Chiang, R.H. and Storey, V.C.: Business intelligence and analytics: From big data to big impact.\u00a0MIS Quarterly, pp.1165\u20131188, (2012)","DOI":"10.2307\/41703503"},{"key":"22_CR4","unstructured":"Chen, H.M., Sch\u00fctz, R., Kazman, R. and Matthes, F.: How Lufthansa Capitalized on Big Data for Business Model Renovation. MIS Quarterly Executive, 16(1), (2017)"},{"key":"22_CR5","doi-asserted-by":"publisher","DOI":"10.15358\/9783800648153","volume-title":"Big data at work: dispelling the myths","author":"T Davenport","year":"2014","unstructured":"Davenport, T.: Big data at work: dispelling the myths. Harvard Business Review Press, Uncovering the Opportunities (2014)"},{"issue":"3","key":"22_CR6","doi-asserted-by":"publisher","first-page":"319","DOI":"10.2307\/249008","volume":"13","author":"FD Davis","year":"1989","unstructured":"Davis, F.D.: Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. MIS Q. 13(3), 319\u2013340 (1989)","journal-title":"MIS Q."},{"key":"22_CR7","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1016\/j.ijpe.2014.12.032","volume":"165","author":"D Dutta","year":"2015","unstructured":"Dutta, D., Bose, I.: Managing a big data project: the case of Ramco cements limited. Int. J. Prod. Econ. 165, 293\u2013306 (2015)","journal-title":"Int. J. Prod. Econ."},{"key":"22_CR8","doi-asserted-by":"crossref","unstructured":"Frankov\u00e1, P., Drahosov\u00e1, M., Balco, P.: Agile Project management approach and its use in big data management. In:\u00a0ANT\/SEIT, pp. 576\u2013583 (2016)","DOI":"10.1016\/j.procs.2016.04.272"},{"key":"22_CR9","unstructured":"Heudecker, N.: Twitter web site, [online] Available at: twitter.com\/nheudecker\/status\/928720268662530048, (2017)"},{"issue":"1","key":"22_CR10","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1108\/JKM-07-2015-0293","volume":"21","author":"A Intezari","year":"2017","unstructured":"Intezari, A., Gressel, S.: Information and reformation in KM systems: big data and strategic decision-making. J. Knowl. Manag. 21(1), 71\u201391 (2017)","journal-title":"J. Knowl. Manag."},{"key":"22_CR11","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1016\/j.compag.2017.09.037","volume":"143","author":"A Kamilaris","year":"2017","unstructured":"Kamilaris, A., Kartakoullis, A., Prenafeta-Bold\u00fa, F.X.: A review on the practice of big data analysis in agriculture. Comput. Electron. Agric. 143, 23\u201337 (2017)","journal-title":"Comput. Electron. Agric."},{"key":"22_CR12","unstructured":"Laney, D.: Application Delivery Strategies. META Group, Stamford, CT (2001)"},{"issue":"2","key":"22_CR13","first-page":"21","volume":"52","author":"S La Valle","year":"2011","unstructured":"La Valle, S., Lesser, E., Shockley, R., Hopkins, M.S., Kruschwitz, N.: Big data, analytics and the path from insights to value. MIT Sloan Manag. Rev. 52(2), 21\u201332 (2011)","journal-title":"MIT Sloan Manag. Rev."},{"issue":"5","key":"22_CR14","doi-asserted-by":"publisher","first-page":"155014772091706","DOI":"10.1177\/1550147720917065","volume":"16","author":"C Li","year":"2020","unstructured":"Li, C., Niu, B.: Design of smart agriculture based on big data and Internet of things. Int. J. Distrib. Sens. Netw. 16(5), 1550147720917065 (2020)","journal-title":"Int. J. Distrib. Sens. Netw."},{"key":"22_CR15","doi-asserted-by":"crossref","unstructured":"Malaka, I., Brown, I.: Challenges to the organisational adoption of big data analytics: a case study in the South African telecommunications industry. In: Proceedings of the 2015 Annual Research Conference on South African Institute of Computer Scientists and Information Technologists, pp. 1\u20139 (2015)","DOI":"10.1145\/2815782.2815793"},{"issue":"10","key":"22_CR16","first-page":"60","volume":"90","author":"A McAfee","year":"2012","unstructured":"McAfee, A., Brynjolfsson, E.: Big data: the management revolution. Harv. Bus. Rev. 90(10), 60\u201368 (2012)","journal-title":"Harv. Bus. Rev."},{"key":"22_CR17","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1046\/j.1365-2575.1997.00021.x","volume":"7","author":"N McBride","year":"1997","unstructured":"McBride, N.: The rise and fall of an executive information system: a case study. Inf. Syst. J. 7, 277\u2013287 (1997)","journal-title":"Inf. Syst. J."},{"key":"22_CR18","unstructured":"Mikalef, P., Framnes, V.A., Danielsen, F., Krogstie, J., Olsen, D.: Big data analytics capability: antecedents and business value. In:\u00a0Pacific Asia Conference on Information Systems (PACIS), Association for Information Systems (2017)"},{"key":"22_CR19","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1016\/S0167-9236(00)00069-5","volume":"30","author":"P Poon","year":"2001","unstructured":"Poon, P., Wagner, C.: Critical success factors revisited: success and failure cases of information systems for senior executives. Decis. Support. Syst. 30, 393\u2013418 (2001)","journal-title":"Decis. Support. Syst."},{"issue":"2","key":"22_CR20","first-page":"81","volume":"57","author":"JF Rockart","year":"1979","unstructured":"Rockart, J.F.: Chief executives define their own data needs. Harv. Bus. Rev. 57(2), 81\u201393 (1979)","journal-title":"Harv. Bus. Rev."},{"issue":"4","key":"22_CR21","first-page":"1","volume":"19","author":"P Russom","year":"2011","unstructured":"Russom, P.: Big data analytics. TDWI Best Pract. Rep. Fourth Quarter 19(4), 1\u201334 (2011)","journal-title":"TDWI Best Pract. Rep. Fourth Quarter"},{"key":"22_CR22","doi-asserted-by":"crossref","unstructured":"Saltz, J.S., Shamshurin, I.: Big data team process methodologies: a literature review and the identification of key factors for a project\u2019s success. In:\u00a02016 IEEE International Conference on Big Data (Big Data),\u00a0pp. 2872\u20132879. IEEE (2016)","DOI":"10.1109\/BigData.2016.7840936"},{"key":"22_CR23","doi-asserted-by":"crossref","unstructured":"Saltz, J.S., Hotz, N.: Identifying the most common frameworks data science teams use to structure and coordinate their projects. In:\u00a02020 IEEE International Conference on Big Data (Big Data),\u00a0pp. 2038\u20132042. IEEE (2020)","DOI":"10.1109\/BigData50022.2020.9377813"},{"key":"22_CR24","doi-asserted-by":"crossref","unstructured":"Saxena, D.: Big data for digital transformation of public services. In\u00a0Disruptive Technology and Digital Transformation for Business and Government,\u00a0pp. 250\u2013266. IGI Global (2021)","DOI":"10.4018\/978-1-7998-8583-2.ch013"},{"key":"22_CR25","unstructured":"Saxena, D., McDonagh, J.: Yet another \u2018list\u2019of critical success \u2018factors\u2019 for enterprise systems: review of empirical evidence and suggested research directions. In: the UK Academy for Information Systems Conference 2017, Oxford UK (2017)"},{"key":"22_CR26","doi-asserted-by":"publisher","first-page":"356","DOI":"10.1016\/j.jbusres.2016.08.009","volume":"70","author":"SF Wamba","year":"2017","unstructured":"Wamba, S.F., Gunasekaran, A., Akter, S., Ren, S.J.F., Dubey, R., Childe, S.J.: Big data analytics and firm performance: effects of dynamic capabilities. J. Bus. Res. 70, 356\u2013365 (2017)","journal-title":"J. Bus. Res."},{"key":"22_CR27","doi-asserted-by":"crossref","unstructured":"Watson, H., Wixom, B.: The current state of business intelligence. IEEE Comput. Soc. 40(9), 96\u201399 (2007)","DOI":"10.1109\/MC.2007.331"},{"key":"22_CR28","unstructured":"Wirth, R., Hipp, J.: CRISP-DM: towards a standard process model for data mining. In:\u00a0Proceedings of the 4th international conference on the practical applications of knowledge discovery and data mining,\u00a0pp. 29\u201339. Springer, London, UK (2000)"},{"key":"22_CR29","doi-asserted-by":"crossref","unstructured":"Weiner, J.: Why AI\/Data science projects fail: how to avoid project pitfalls. Synth. Lect. Comput. Anal. 1(1), i\u201377 (2020)","DOI":"10.2200\/S01070ED1V01Y202012CAN001"},{"issue":"1","key":"22_CR30","first-page":"134","volume":"67","author":"W Yeoh","year":"2016","unstructured":"Yeoh, W., Popovi\u010d, A.: Extending the understanding of critical success factors for implementing business intelligence systems. J. Am. Soc. Inf. Sci. 67(1), 134\u2013147 (2016)","journal-title":"J. Am. Soc. Inf. Sci."},{"key":"22_CR31","unstructured":"Davenport, T.H.: Putting the enterprise into the enterprise system.\u00a0Harvard Bus. Rev.\u00a076(4), (1998)"},{"key":"22_CR32","unstructured":"LaValle, S., Lesser, E., Shockley, R., Hopkins, M.S., Kruschwitz, N.: Big data, analytics and the path from insights to value. MIT Sloan Manage. Rev. 52, 21\u201332 (2011)"},{"key":"22_CR33","doi-asserted-by":"publisher","unstructured":"Bansal, V., Shukla, S.: Applying affordance theory to big data analytics adoption. In: Filipe, J., \u015amia\u0142ek, M., Brodsky, A., Hammoudi, S. (eds.), Enterprise Information Systems, pp. 339\u2013352. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-031-08965-7_17","DOI":"10.1007\/978-3-031-08965-7_17"},{"issue":"1","key":"22_CR34","doi-asserted-by":"publisher","first-page":"1","DOI":"10.4018\/IJAL.309087","volume":"12","author":"T Guimaraes","year":"2022","unstructured":"Guimaraes, T., Paranjape, K., Armstrong, C., Baidoo, E.: Assessing some important factors for BDA project success. Int. J. Appl. Logist. (IJAL) 12(1), 1\u201329 (2022). https:\/\/doi.org\/10.4018\/IJAL.309087","journal-title":"Int. J. Appl. Logist. (IJAL)"},{"key":"22_CR35","doi-asserted-by":"publisher","first-page":"403","DOI":"10.1016\/j.procir.2019.02.106","volume":"79","author":"S Huber","year":"2019","unstructured":"Huber, S., Wiemer, H., Schneider, D., Ihlenfeldt, S.: DMME: data mining methodology for engineering applications \u2013 a holistic extension to the CRISP-DM model. Procedia CIRP 79, 403\u2013408 (2019). https:\/\/doi.org\/10.1016\/j.procir.2019.02.106","journal-title":"Procedia CIRP"},{"key":"22_CR36","doi-asserted-by":"publisher","unstructured":"Miller, G.J.: Quantitative comparison of big data analytics and business intelligence project success factors. In: Ziemba, E. (ed.), Information Technology for Management: Emerging Research and Applications, pp. 53\u201372. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-15154-6_4","DOI":"10.1007\/978-3-030-15154-6_4"},{"key":"22_CR37","doi-asserted-by":"publisher","first-page":"102013","DOI":"10.1016\/j.datak.2022.102013","volume":"139","author":"V Plotnikova","year":"2022","unstructured":"Plotnikova, V., Dumas, M., Milani, F.P.: Applying the CRISP-DM data mining process in the financial services industry: elicitation of adaptation requirements. Data Knowl. Eng. 139, 102013 (2022). https:\/\/doi.org\/10.1016\/j.datak.2022.102013","journal-title":"Data Knowl. Eng."},{"key":"22_CR38","doi-asserted-by":"publisher","unstructured":"Willetts, M., Atkins, A.S., Stanier, C.: Quantitative study on barriers of adopting big data analytics for UK and EIRE SMEs. In: Sharma, N., Chakrabarti, A., Balas, V.E., Bruckstein, A.M. (eds.), Data Management, Analytics and Innovation, pp. 349\u2013373. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-981-16-2937-2_23","DOI":"10.1007\/978-981-16-2937-2_23"},{"issue":"3","key":"22_CR39","first-page":"23","volume":"50","author":"W Yeoh","year":"2010","unstructured":"Yeoh, W., Koronios, A.: Critical success factors for business intelligence systems. J. Comput. Inf. Syst.Comput. Inf. Syst. 50(3), 23\u201332 (2010)","journal-title":"J. Comput. Inf. Syst.Comput. Inf. Syst."}],"container-title":["IFIP Advances in Information and Communication Technology","Transfer, Diffusion and Adoption of Next-Generation Digital Technologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-50204-0_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,12]],"date-time":"2023-12-12T06:23:07Z","timestamp":1702362187000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-50204-0_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,13]]},"ISBN":["9783031502033","9783031502040"],"references-count":39,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-50204-0_22","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"type":"print","value":"1868-4238"},{"type":"electronic","value":"1868-422X"}],"subject":[],"published":{"date-parts":[[2023,12,13]]},"assertion":[{"value":"13 December 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"TDIT","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Working Conference on Transfer and Diffusion of IT","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Nagpur","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 December 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 December 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"tdit2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.iimnagpur.ac.in\/IFIP2023\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easy Chair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"209","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"87","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"23","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"42% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}