{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T20:26:26Z","timestamp":1772569586762,"version":"3.50.1"},"reference-count":43,"publisher":"Informa UK Limited","issue":"8","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Technology Analysis &amp; Strategic Management"],"published-print":{"date-parts":[[2024,8,2]]},"DOI":"10.1080\/09537325.2022.2116569","type":"journal-article","created":{"date-parts":[[2022,9,2]],"date-time":"2022-09-02T07:24:04Z","timestamp":1662103444000},"page":"1810-1828","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":8,"title":["Determination of essential features for predicting start-up success: an empirical approach using machine learning"],"prefix":"10.1080","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2603-5028","authenticated-orcid":false,"given":"Ajit Kumar","family":"Pasayat","sequence":"first","affiliation":[{"name":"Indian Institute of Technology Kharagpur, Kharagpur, India"}]},{"given":"Adway","family":"Mitra","sequence":"additional","affiliation":[{"name":"Indian Institute of Technology Kharagpur, Kharagpur, India"}]},{"given":"Bhaskar","family":"Bhowmick","sequence":"additional","affiliation":[{"name":"Indian Institute of Technology Kharagpur, Kharagpur, India"}]}],"member":"301","published-online":{"date-parts":[[2022,9,2]]},"reference":[{"key":"e_1_3_2_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2938659"},{"key":"e_1_3_2_3_1","unstructured":"Beckwith J. J. 2016. Predicting Success in Equity Crowdfunding."},{"key":"e_1_3_2_4_1","unstructured":"Bento F. R. D. S. R. 2018. Predicting startup success with machine learning (Doctoral dissertation)."},{"key":"e_1_3_2_5_1","volume-title":"The Startup Owner's Manual: The Step-by-Step Guide for Building a Great Company","author":"Blank S.","year":"2020","unstructured":"Blank, S., and B. Dorf. 2020. The Startup Owner's Manual: The Step-by-Step Guide for Building a Great Company. John Wiley & Sons, Hoboken, New Jersey."},{"key":"e_1_3_2_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tele.2020.101482"},{"key":"e_1_3_2_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2020.120329"},{"key":"e_1_3_2_8_1","unstructured":"Dellermann D. 2020. Accelerating Entrepreneurial Decision-Making with Hybrid Intelligence."},{"key":"e_1_3_2_9_1","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.3159123"},{"key":"e_1_3_2_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11187-014-9543-y"},{"key":"e_1_3_2_11_1","doi-asserted-by":"publisher","DOI":"10.1177\/2158244018824194"},{"key":"e_1_3_2_12_1","doi-asserted-by":"publisher","DOI":"10.22215\/timreview\/1373"},{"key":"e_1_3_2_13_1","doi-asserted-by":"publisher","DOI":"10.5465\/amj.2009.41330755"},{"key":"e_1_3_2_14_1","doi-asserted-by":"publisher","DOI":"10.1108\/JEEE-03-2015-0020"},{"key":"e_1_3_2_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusvent.2014.10.001"},{"key":"e_1_3_2_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techsoc.2020.101409"},{"key":"e_1_3_2_17_1","doi-asserted-by":"publisher","DOI":"10.2478\/fman-2018-0003"},{"key":"e_1_3_2_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2016.0118"},{"key":"e_1_3_2_19_1","doi-asserted-by":"publisher","DOI":"10.1108\/JKM-01-2020-0080"},{"key":"e_1_3_2_20_1","doi-asserted-by":"publisher","DOI":"10.1080\/09537325.2021.1994941"},{"key":"e_1_3_2_21_1","doi-asserted-by":"publisher","DOI":"10.1108\/JKM-01-2020-0037"},{"key":"e_1_3_2_22_1","doi-asserted-by":"publisher","DOI":"10.1017\/mor.2016.23"},{"key":"e_1_3_2_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.technovation.2018.07.008"},{"key":"e_1_3_2_24_1","volume-title":"Why Companies Fail\u2013and how Their Founders Can Bounce Back","author":"Nobel C.","year":"2011","unstructured":"Nobel, C. 2011. Why Companies Fail\u2013and how Their Founders Can Bounce Back. Boston, MA: Harvard Business School."},{"issue":"3","key":"e_1_3_2_25_1","first-page":"229","article-title":"Exploring the Factors of Startup Success and Growth","volume":"9","author":"Okrah J.","year":"2018","unstructured":"Okrah, J., A. Nepp, and E. Agbozo. 2018. \u201cExploring the Factors of Startup Success and Growth.\u201d The Business & Management Review 9 (3): 229\u2013237.","journal-title":"The Business & Management Review"},{"key":"e_1_3_2_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-74228-1_2"},{"key":"e_1_3_2_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/TEMSCON-EUR52034.2021.9488587"},{"key":"e_1_3_2_28_1","first-page":"1","article-title":"Factors Responsible for the Success of a Start- up: A Meta-Analytic Approach","author":"Pasayat Ajit Kumar","year":"2020","unstructured":"Pasayat, Ajit Kumar, Bhaskar Bhowmick, and Ritik Roy. 2020. \u201cFactors Responsible for the Success of a Start- up: A Meta-Analytic Approach.\u201d IEEE Transactions on Engineering Management, 1\u201311.","journal-title":"IEEE Transactions on Engineering Management,"},{"key":"e_1_3_2_29_1","doi-asserted-by":"publisher","DOI":"10.15290\/ose.2013.05.65.02"},{"issue":"2","key":"e_1_3_2_30_1","first-page":"279","article-title":"A Hybrid Business Success Versus Failure Classification Prediction Model: A Case of Iranian Accelerated Start-ups","volume":"8","author":"Sadatrasoul S. M.","year":"2020","unstructured":"Sadatrasoul, S. M., O. Ebadati, and R. Saedi. 2020. \u201cA Hybrid Business Success Versus Failure Classification Prediction Model: A Case of Iranian Accelerated Start-ups.\u201d Journal of AI and Data Mining 8 (2): 279\u2013287.","journal-title":"Journal of AI and Data Mining"},{"key":"e_1_3_2_31_1","unstructured":"Salazar J. A. 2020. Organizational resources and survival of startups firms\u2013a qualitative analysis in the Peruvian context. Academia RevistaLatinoamericana de Administraci\u00f3n."},{"key":"e_1_3_2_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3272011"},{"key":"e_1_3_2_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSSM.2016.7538637"},{"issue":"2","key":"e_1_3_2_34_1","first-page":"1","article-title":"Quantum of Finance Obtained by Tech Startups Over the Lifecycle: An Analysis of its Determinants","volume":"36","author":"Singh S.","year":"2021","unstructured":"Singh, S., and M. B. Subrahmanya. 2021. \u201cQuantum of Finance Obtained by Tech Startups Over the Lifecycle: An Analysis of its Determinants.\u201d International Review of Applied Economics 36 (2): 1\u201318.","journal-title":"International Review of Applied Economics"},{"key":"e_1_3_2_35_1","doi-asserted-by":"publisher","DOI":"10.1108\/S1746-979120190000015013"},{"key":"e_1_3_2_36_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1540-5885.2007.00280.x"},{"issue":"3","key":"e_1_3_2_37_1","first-page":"1","article-title":"Cross-country Differences in the Size of Venture Capital Financing Rounds: A Machine Learning Approach","volume":"62","author":"Taboga M.","year":"2021","unstructured":"Taboga, M. 2021. \u201cCross-country Differences in the Size of Venture Capital Financing Rounds: A Machine Learning Approach.\u201d Empirical Economics 62 (3): 1\u201322.","journal-title":"Empirical Economics"},{"key":"e_1_3_2_38_1","doi-asserted-by":"publisher","DOI":"10.3390\/su10030602"},{"key":"e_1_3_2_39_1","unstructured":"\u00dcnal C. 2019. Searching for a unicorn: A machine learning approach towards startup success prediction (Master's thesis Humboldt-Universit\u00e4t zu Berlin)."},{"key":"e_1_3_2_40_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-013-1368-0"},{"key":"e_1_3_2_41_1","first-page":"15","article-title":"Models and Tools for Technology Startup Company's Success Analysis","volume":"3","author":"Yankov B.","year":"2014","unstructured":"Yankov, B., P. Ruskov, and K. Haralampiev. 2014. \u201cModels and Tools for Technology Startup Company's Success Analysis.\u201d Economic Alternatives 3: 15\u201324.","journal-title":"Economic Alternatives"},{"key":"e_1_3_2_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2005.144"},{"key":"e_1_3_2_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2021.102555"},{"key":"e_1_3_2_44_1","unstructured":"Zhang C. E. Chan and A. Abdulhamid. 2015. Link prediction in bipartite venture capital investment networks. CS224-w report Stanford."}],"container-title":["Technology Analysis &amp; Strategic Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/09537325.2022.2116569","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,17]],"date-time":"2024-06-17T15:35:53Z","timestamp":1718638553000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/09537325.2022.2116569"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,2]]},"references-count":43,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2024,8,2]]}},"alternative-id":["10.1080\/09537325.2022.2116569"],"URL":"https:\/\/doi.org\/10.1080\/09537325.2022.2116569","relation":{},"ISSN":["0953-7325","1465-3990"],"issn-type":[{"value":"0953-7325","type":"print"},{"value":"1465-3990","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,9,2]]},"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=ctas20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ctas20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2021-09-29","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-08-16","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-09-02","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}