{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,26]],"date-time":"2025-10-26T15:09:09Z","timestamp":1761491349433,"version":"3.37.3"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"9","license":[{"start":{"date-parts":[[2022,1,18]],"date-time":"2022-01-18T00:00:00Z","timestamp":1642464000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,18]],"date-time":"2022-01-18T00:00:00Z","timestamp":1642464000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["71804114"],"award-info":[{"award-number":["71804114"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002338","name":"Ministry of Education of the People's Republic of China","doi-asserted-by":"publisher","award":["18YJC630122"],"award-info":[{"award-number":["18YJC630122"]}],"id":[{"id":"10.13039\/501100002338","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"national natural science foundation of china","doi-asserted-by":"publisher","award":["71802138"],"award-info":[{"award-number":["71802138"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010838","name":"guangdong planning office of philosophy and social science","doi-asserted-by":"publisher","award":["GD17YGL07"],"award-info":[{"award-number":["GD17YGL07"]}],"id":[{"id":"10.13039\/501100010838","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Scientometrics"],"published-print":{"date-parts":[[2022,9]]},"DOI":"10.1007\/s11192-021-04219-z","type":"journal-article","created":{"date-parts":[[2022,1,18]],"date-time":"2022-01-18T00:04:12Z","timestamp":1642464252000},"page":"5497-5517","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Organization-oriented technology opportunities analysis based on predicting patent networks: a case of Alzheimer\u2019s disease"],"prefix":"10.1007","volume":"127","author":[{"given":"Jing","family":"Ma","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5973-5245","authenticated-orcid":false,"given":"Yaohui","family":"Pan","sequence":"additional","affiliation":[]},{"given":"Chih-Yi","family":"Su","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,1,18]]},"reference":[{"issue":"3","key":"4219_CR1","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1016\/s0378-8733(03)00009-1","volume":"25","author":"LA Adamic","year":"2003","unstructured":"Adamic, L. A., & Adar, E. (2003). Friends and neighbors on the Web. Social Networks, 25(3), 211\u2013230. https:\/\/doi.org\/10.1016\/s0378-8733(03)00009-1","journal-title":"Social Networks"},{"issue":"3","key":"4219_CR2","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1111\/radm.12408","volume":"50","author":"D Antons","year":"2020","unstructured":"Antons, D., Grunwald, E., Cichy, P., & Salge, T. O. (2020). The application of text mining methods in innovation research: Current state, evolution patterns, and development priorities. R & D Management, 50(3), 329\u2013351. https:\/\/doi.org\/10.1111\/radm.12408","journal-title":"R & D Management"},{"key":"4219_CR3","doi-asserted-by":"crossref","unstructured":"Bastian, M., Heymann, S., & Jacomy, M. (2009). Gephi: An open source software for exploring and manipulating networks. In International AAAI Conference on Weblogs and Social Media","DOI":"10.1609\/icwsm.v3i1.13937"},{"key":"4219_CR4","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2008\/10\/P10008","author":"VD Blondel","year":"2008","unstructured":"Blondel, V. D., Guillaume, J. L., Lambiotte, R., & Lefebvre, E. (2008). Fast unfolding of communities in large networks. Journal of Statistical Mechanics-Theory and Experiment. https:\/\/doi.org\/10.1088\/1742-5468\/2008\/10\/P10008","journal-title":"Journal of Statistical Mechanics-Theory and Experiment"},{"issue":"1","key":"4219_CR5","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1016\/s0048-7333(02)00004-5","volume":"32","author":"S Breschi","year":"2003","unstructured":"Breschi, S., Lissoni, F., & Malerba, F. (2003). Knowledge-relatedness in firm technological diversification. Research Policy, 32(1), 69\u201387. https:\/\/doi.org\/10.1016\/s0048-7333(02)00004-5","journal-title":"Research Policy"},{"key":"4219_CR6","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/j.jengtecman.2013.07.002","volume":"32","author":"K Fujita","year":"2014","unstructured":"Fujita, K., Kajikawa, Y., Mori, J., & Sakata, I. (2014). Detecting research fronts using different types of weighted citation networks. Journal of Engineering and Technology Management, 32, 129\u2013146. https:\/\/doi.org\/10.1016\/j.jengtecman.2013.07.002","journal-title":"Journal of Engineering and Technology Management"},{"issue":"3","key":"4219_CR7","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1016\/j.techfore.2012.10.003","volume":"80","author":"L Gao","year":"2013","unstructured":"Gao, L., Porter, A. L., Wang, J., Fang, S., Zhang, X., Ma, T., Wang, W., & Huang, L. (2013). Technology life cycle analysis method based on patent documents. Technological Forecasting and Social Change, 80(3), 398\u2013407. https:\/\/doi.org\/10.1016\/j.techfore.2012.10.003","journal-title":"Technological Forecasting and Social Change"},{"issue":"3","key":"4219_CR8","doi-asserted-by":"publisher","first-page":"645","DOI":"10.1007\/s11192-012-0635-7","volume":"91","author":"JM Gerken","year":"2012","unstructured":"Gerken, J. M., & Moehrle, M. G. (2012). A new instrument for technology monitoring: Novelty in patents measured by semantic patent analysis. Scientometrics, 91(3), 645\u2013670. https:\/\/doi.org\/10.1007\/s11192-012-0635-7","journal-title":"Scientometrics"},{"issue":"3","key":"4219_CR9","doi-asserted-by":"publisher","first-page":"609","DOI":"10.1007\/s11192-012-0706-9","volume":"93","author":"J Guan","year":"2012","unstructured":"Guan, J., & Shi, Y. (2012). Transnational citation, technological diversity and small world in global nanotechnology patenting. Scientometrics, 93(3), 609\u2013633. https:\/\/doi.org\/10.1007\/s11192-012-0706-9","journal-title":"Scientometrics"},{"issue":"2","key":"4219_CR10","doi-asserted-by":"publisher","first-page":"1461","DOI":"10.1007\/s11192-013-1228-9","volume":"101","author":"R Guns","year":"2014","unstructured":"Guns, R., & Rousseau, R. (2014). Recommending research collaborations using link prediction and random forest classifiers. Scientometrics, 101(2), 1461\u20131473. https:\/\/doi.org\/10.1007\/s11192-013-1228-9","journal-title":"Scientometrics"},{"issue":"1","key":"4219_CR11","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1148\/radiology.143.1.7063747","volume":"143","author":"JA Hanley","year":"1982","unstructured":"Hanley, J. A., & Mcneil, B. J. (1982). The meaning and use of the area under a receiver operating characteristic (Roc) curve. Radiology, 143(1), 29\u201336. https:\/\/doi.org\/10.1148\/radiology.143.1.7063747","journal-title":"Radiology"},{"issue":"2","key":"4219_CR12","doi-asserted-by":"publisher","first-page":"595","DOI":"10.1007\/s11192-017-2329-7","volume":"111","author":"W Hur","year":"2017","unstructured":"Hur, W. (2017). The patterns of knowledge spillovers across technology sectors evidenced in patent citation networks. Scientometrics, 111(2), 595\u2013619. https:\/\/doi.org\/10.1007\/s11192-017-2329-7","journal-title":"Scientometrics"},{"issue":"7","key":"4219_CR13","doi-asserted-by":"publisher","first-page":"1276","DOI":"10.1016\/j.cell.2017.05.018","volume":"169","author":"H Keren-Shaul","year":"2017","unstructured":"Keren-Shaul, H., Spinrad, A., Weiner, A., Matcovitch-Natan, O., Dvir-Szternfeld, R., Ulland, T. K., David, E., Baruch, K., Lara-Astaiso, D., Toth, B., Itzkovitz, S., Colonna, M., Schwartz, M., & Amit, I. (2017). A unique microglia type associated with restricting development of Alzheimer\u2019s disease. Cell, 169(7), 1276-1290 e1217. https:\/\/doi.org\/10.1016\/j.cell.2017.05.018","journal-title":"Cell"},{"issue":"1","key":"4219_CR14","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1007\/s11192-018-2962-9","volume":"118","author":"K Kim","year":"2018","unstructured":"Kim, K., Park, K., & Lee, S. (2018). Investigating technology opportunities: The use of SAOx analysis. Scientometrics, 118(1), 45\u201370. https:\/\/doi.org\/10.1007\/s11192-018-2962-9","journal-title":"Scientometrics"},{"issue":"1","key":"4219_CR15","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1111\/ene.13439","volume":"25","author":"CA Lane","year":"2018","unstructured":"Lane, C. A., Hardy, J., & Schott, J. M. (2018). Alzheimer\u2019s disease. European Journal of Neurology, 25(1), 59\u201370. https:\/\/doi.org\/10.1111\/ene.13439","journal-title":"European Journal of Neurology"},{"issue":"2","key":"4219_CR16","doi-asserted-by":"publisher","first-page":"603","DOI":"10.1007\/s11192-019-03224-7","volume":"121","author":"C Lee","year":"2019","unstructured":"Lee, C., & Lee, G. (2019). Technology opportunity analysis based on recombinant search: Patent landscape analysis for idea generation. Scientometrics, 121(2), 603\u2013632. https:\/\/doi.org\/10.1007\/s11192-019-03224-7","journal-title":"Scientometrics"},{"key":"4219_CR17","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/j.techfore.2017.03.011","volume":"119","author":"J Lee","year":"2017","unstructured":"Lee, J., Kim, C., & Shin, J. (2017). Technology opportunity discovery to R&D planning: Key technological performance analysis. Technological Forecasting and Social Change, 119, 53\u201363. https:\/\/doi.org\/10.1016\/j.techfore.2017.03.011","journal-title":"Technological Forecasting and Social Change"},{"key":"4219_CR18","doi-asserted-by":"publisher","first-page":"120746","DOI":"10.1016\/j.techfore.2021.120746","volume":"168","author":"JH Lee","year":"2021","unstructured":"Lee, J. H., Ko, N., Yoon, J., & Son, C. H. (2021). An approach for discovering firm-specific technology opportunities: Application of link prediction to F-term networks. Technological Forecasting and Social Change, 168, 120746. https:\/\/doi.org\/10.1016\/j.techfore.2021.120746","journal-title":"Technological Forecasting and Social Change"},{"key":"4219_CR19","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1016\/j.techfore.2015.07.022","volume":"100","author":"WS Lee","year":"2015","unstructured":"Lee, W. S., Han, E. J., & Sohn, S. Y. (2015). Predicting the pattern of technology convergence using big-data technology on large-scale triadic patents. Technological Forecasting and Social Change, 100, 317\u2013329. https:\/\/doi.org\/10.1016\/j.techfore.2015.07.022","journal-title":"Technological Forecasting and Social Change"},{"key":"4219_CR20","doi-asserted-by":"crossref","unstructured":"Liu, H. B., & Song, C. (2016). An application of the patent co-citation visualization in the analysis of front and hotspot technologies in the field of shale gas. Energy and Mechanical Engineering, 635\u2013641","DOI":"10.1142\/9789814749503_0074"},{"issue":"4 Pt 2","key":"4219_CR21","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.80.046122","volume":"80","author":"L Lu","year":"2009","unstructured":"Lu, L., Jin, C. H., & Zhou, T. (2009). Similarity index based on local paths for link prediction of complex networks. Physical Review e: Statistical, Nonlinear, and Soft Matter Physics, 80(4 Pt 2), 046122. https:\/\/doi.org\/10.1103\/PhysRevE.80.046122","journal-title":"Physical Review e: Statistical, Nonlinear, and Soft Matter Physics"},{"issue":"6","key":"4219_CR22","doi-asserted-by":"publisher","first-page":"1150","DOI":"10.1016\/j.physa.2010.11.027","volume":"390","author":"L L\u00fc","year":"2011","unstructured":"L\u00fc, L., & Zhou, T. (2011). Link prediction in complex networks: A survey. Physica a: Statistical Mechanics and Its Applications, 390(6), 1150\u20131170. https:\/\/doi.org\/10.1016\/j.physa.2010.11.027","journal-title":"Physica a: Statistical Mechanics and Its Applications"},{"issue":"11","key":"4219_CR23","doi-asserted-by":"publisher","first-page":"111416","DOI":"10.1115\/1.4037680","volume":"139","author":"JX Luo","year":"2017","unstructured":"Luo, J. X., Yan, B. W., & Wood, K. (2017). InnoGPS for data-driven exploration of design opportunities and directions: The case of google driverless car project. Journal of Mechanical Design, 139(11), 111416. https:\/\/doi.org\/10.1115\/1.4037680","journal-title":"Journal of Mechanical Design"},{"key":"4219_CR24","doi-asserted-by":"publisher","first-page":"767","DOI":"10.1016\/j.techfore.2018.08.002","volume":"146","author":"J Ma","year":"2019","unstructured":"Ma, J., Abrams, N. F., Porter, A. L., Zhu, D., & Farrell, D. (2019). Identifying translational indicators and technology opportunities for nanomedical research using tech mining: The case of gold nanostructures. Technological Forecasting and Social Change, 146, 767\u2013775. https:\/\/doi.org\/10.1016\/j.techfore.2018.08.002","journal-title":"Technological Forecasting and Social Change"},{"key":"4219_CR25","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1016\/j.techfore.2016.10.004","volume":"115","author":"H Niemann","year":"2017","unstructured":"Niemann, H., Moehrle, M. G., & Frischkom, J. (2017). Use of a new patent text-mining and visualization method for identifying patenting patterns over time: Concept, method and test application. Technological Forecasting and Social Change, 115, 210\u2013220. https:\/\/doi.org\/10.1016\/j.techfore.2016.10.004","journal-title":"Technological Forecasting and Social Change"},{"issue":"3","key":"4219_CR26","doi-asserted-by":"publisher","first-page":"1833","DOI":"10.1007\/s11192-020-03709-w","volume":"125","author":"S Oh","year":"2020","unstructured":"Oh, S., Choi, J., Ko, N., & Yoon, J. (2020). Predicting product development directions for new product planning using patent classification-based link prediction. Scientometrics, 125(3), 1833\u20131876. https:\/\/doi.org\/10.1007\/s11192-020-03709-w","journal-title":"Scientometrics"},{"issue":"4","key":"4219_CR27","doi-asserted-by":"publisher","first-page":"1199","DOI":"10.1016\/j.joi.2018.09.007","volume":"12","author":"I Park","year":"2018","unstructured":"Park, I., & Yoon, B. (2018). Technological opportunity discovery for technological convergence based on the prediction of technology knowledge flow in a citation network. Journal of Informetrics, 12(4), 1199\u20131222. https:\/\/doi.org\/10.1016\/j.joi.2018.09.007","journal-title":"Journal of Informetrics"},{"key":"4219_CR28","doi-asserted-by":"publisher","first-page":"102009","DOI":"10.1016\/j.wpi.2020.102009","volume":"64","author":"E Perez-Molina","year":"2021","unstructured":"Perez-Molina, E., & Loizides, F. (2021). Novel data structure and visualization tool for studying technology evolution based on patent information: The DTFootprint and the TechSpectrogram. World Patent Information, 64, 102009.","journal-title":"World Patent Information"},{"issue":"3","key":"4219_CR29","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1016\/0040-1625(95)00022-3","volume":"49","author":"AL Porter","year":"1995","unstructured":"Porter, A. L., & Detampel, M. J. (1995). Technology opportunities analysis. Technological Forecasting and Social Change, 49(3), 237\u2013255. https:\/\/doi.org\/10.1016\/0040-1625(95)00022-3","journal-title":"Technological Forecasting and Social Change"},{"issue":"2","key":"4219_CR30","first-page":"21","volume":"26","author":"AL Porter","year":"1994","unstructured":"Porter, A. L., Jin, X. Y., Gilmour, J. E., Cunningham, S., Xu, H. D., Stanard, C., & Wang, L. (1994). Technology opportunities analysis\u2014Integrating technology monitoring, forecasting, and assessment with strategic-planning. Sra-Journal of the Society of Research Administrators, 26(2), 21\u201331.","journal-title":"Sra-Journal of the Society of Research Administrators"},{"key":"4219_CR31","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/j.technovation.2020.102196","volume":"101","author":"HY Ren","year":"2021","unstructured":"Ren, H. Y., & Zhao, Y. H. (2021). Technology opportunity discovery based on constructing, evaluating, and searching knowledge networks. Technovation, 101, 19. https:\/\/doi.org\/10.1016\/j.technovation.2020.102196","journal-title":"Technovation"},{"issue":"1","key":"4219_CR32","doi-asserted-by":"publisher","first-page":"78","DOI":"10.1002\/asi.21664","volume":"63","author":"N Shibata","year":"2012","unstructured":"Shibata, N., Kajikawa, Y., & Sakata, I. (2012). Link prediction in citation networks. Journal of the American Society for Information Science and Technology, 63(1), 78\u201385. https:\/\/doi.org\/10.1002\/asi.21664","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"2","key":"4219_CR33","doi-asserted-by":"publisher","first-page":"274","DOI":"10.1016\/j.techfore.2010.07.006","volume":"78","author":"N Shibata","year":"2011","unstructured":"Shibata, N., Kajikawa, Y., Takeda, Y., Sakata, I., & Matsushima, K. (2011). Detecting emerging research fronts in regenerative medicine by the citation network analysis of scientific publications. Technological Forecasting and Social Change, 78(2), 274\u2013282. https:\/\/doi.org\/10.1016\/j.techfore.2010.07.006","journal-title":"Technological Forecasting and Social Change"},{"issue":"3","key":"4219_CR34","doi-asserted-by":"publisher","first-page":"1267","DOI":"10.1007\/s11192-017-2361-7","volume":"111","author":"HY Sung","year":"2017","unstructured":"Sung, H. Y., Yeh, H. Y., Lin, J. K., & Chen, S. H. (2017). A visualization tool of patent topic evolution using a growing cell structure neural network. Scientometrics, 111(3), 1267\u20131285. https:\/\/doi.org\/10.1007\/s11192-017-2361-7","journal-title":"Scientometrics"},{"issue":"1","key":"4219_CR35","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/s11192-017-2260-y","volume":"111","author":"X Wang","year":"2017","unstructured":"Wang, X., Ma, P., Huang, Y., Guo, J., Zhu, D., Porter, A. L., & Wang, Z. (2017). Combining SAO semantic analysis and morphology analysis to identify technology opportunities. Scientometrics, 111(1), 3\u201324. https:\/\/doi.org\/10.1007\/s11192-017-2260-y","journal-title":"Scientometrics"},{"key":"4219_CR36","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1016\/j.techfore.2018.01.019","volume":"132","author":"B Yoon","year":"2018","unstructured":"Yoon, B., & Magee, C. L. (2018). Exploring technology opportunities by visualizing patent information based on generative topographic mapping and link prediction. Technological Forecasting and Social Change, 132, 105\u2013117. https:\/\/doi.org\/10.1016\/j.techfore.2018.01.019","journal-title":"Technological Forecasting and Social Change"},{"key":"4219_CR37","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1016\/j.techfore.2013.10.013","volume":"86","author":"B Yoon","year":"2014","unstructured":"Yoon, B., Park, I., & Coh, B.-Y. (2014). Exploring technological opportunities by linking technology and products: Application of morphology analysis and text mining. Technological Forecasting and Social Change, 86, 287\u2013303. https:\/\/doi.org\/10.1016\/j.techfore.2013.10.013","journal-title":"Technological Forecasting and Social Change"},{"key":"4219_CR38","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.techfore.2013.12.019","volume":"85","author":"Y Zhang","year":"2014","unstructured":"Zhang, Y., Porter, A. L., Hu, Z. Y., Guo, Y., & Newman, N. C. (2014). \u201cTerm clumping\u201d for technical intelligence: A case study on dye-sensitized solar cells. Technological Forecasting and Social Change, 85, 26\u201339. https:\/\/doi.org\/10.1016\/j.techfore.2013.12.019","journal-title":"Technological Forecasting and Social Change"},{"issue":"2","key":"4219_CR39","doi-asserted-by":"publisher","first-page":"1375","DOI":"10.1007\/s11192-014-1262-2","volume":"101","author":"Y Zhang","year":"2014","unstructured":"Zhang, Y., Zhou, X., Porter, A. L., & Gomila, J. M. V. (2014). How to combine term clumping and technology roadmapping for newly emerging science & technology competitive intelligence: \"Problem & solution\u2019\u2019 pattern based semantic TRIZ tool and case study. Scientometrics, 101(2), 1375\u20131389. https:\/\/doi.org\/10.1007\/s11192-014-1262-2","journal-title":"Scientometrics"},{"key":"4219_CR40","doi-asserted-by":"publisher","first-page":"12261","DOI":"10.1038\/srep12261","volume":"5","author":"J Zhao","year":"2015","unstructured":"Zhao, J., Miao, L. L., Yang, J., Fang, H. Y., Zhang, Q. M., Nie, M., Holme, P., & Zhou, T. (2015). Prediction of links and weights in networks by reliable routes. Scientific Reports, 5, 12261. https:\/\/doi.org\/10.1038\/srep12261","journal-title":"Scientific Reports"},{"issue":"4","key":"4219_CR41","doi-asserted-by":"publisher","first-page":"623","DOI":"10.1140\/epjb\/e2009-00335-8","volume":"71","author":"T Zhou","year":"2009","unstructured":"Zhou, T., Lu, L. Y., & Zhang, Y. C. (2009). Predicting missing links via local information. European Physical Journal B, 71(4), 623\u2013630. https:\/\/doi.org\/10.1140\/epjb\/e2009-00335-8","journal-title":"European Physical Journal B"},{"issue":"1","key":"4219_CR42","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1007\/s11192-018-2867-7","volume":"117","author":"W Zhou","year":"2018","unstructured":"Zhou, W., Gu, J. Y., & Jia, Y. F. (2018). h-Index-based link prediction methods in citation network. Scientometrics, 117(1), 381\u2013390. https:\/\/doi.org\/10.1007\/s11192-018-2867-7","journal-title":"Scientometrics"}],"container-title":["Scientometrics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-021-04219-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11192-021-04219-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11192-021-04219-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,23]],"date-time":"2023-01-23T08:38:27Z","timestamp":1674463107000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11192-021-04219-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,18]]},"references-count":42,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2022,9]]}},"alternative-id":["4219"],"URL":"https:\/\/doi.org\/10.1007\/s11192-021-04219-z","relation":{},"ISSN":["0138-9130","1588-2861"],"issn-type":[{"type":"print","value":"0138-9130"},{"type":"electronic","value":"1588-2861"}],"subject":[],"published":{"date-parts":[[2022,1,18]]},"assertion":[{"value":"31 March 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 November 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 January 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}