{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T06:00:35Z","timestamp":1769752835301,"version":"3.49.0"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030934088","type":"print"},{"value":"9783030934095","type":"electronic"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-030-93409-5_6","type":"book-chapter","created":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T03:18:22Z","timestamp":1641007102000},"page":"62-72","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Finding Cross-Border Collaborative Centres in Biopharma Patent Networks: A Clustering Comparison Approach Based on Adjusted Mutual Information"],"prefix":"10.1007","author":[{"given":"Zhen","family":"Zhu","sequence":"first","affiliation":[]},{"given":"Yuan","family":"Gao","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,1,1]]},"reference":[{"issue":"3","key":"6_CR1","doi-asserted-by":"publisher","first-page":"577","DOI":"10.2307\/2118401","volume":"108","author":"AB Jaffe","year":"1993","unstructured":"Jaffe, A.B., Trajtenberg, M., Henderson, R.: Geographic localization of knowledge spillovers as evidenced by patent citations. Q. J. Econ. 108(3), 577\u2013598 (1993)","journal-title":"Q. J. Econ."},{"issue":"3","key":"6_CR2","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1287\/orsc.3.3.383","volume":"3","author":"B Kogut","year":"1992","unstructured":"Kogut, B., Zander, U.: Knowledge of the firm, combinative capabilities, and the replication of technology. Organ. Sci. 3(3), 383\u2013397 (1992)","journal-title":"Organ. Sci."},{"issue":"4","key":"6_CR3","doi-asserted-by":"publisher","first-page":"487","DOI":"10.1080\/713666415","volume":"8","author":"K Koschatzky","year":"2000","unstructured":"Koschatzky, K., Sternberg, R.: R&D cooperation in innovation systems-some lessons from the European regional innovation survey (ERIS). Eur. Plan. Stud. 8(4), 487\u2013501 (2000)","journal-title":"Eur. Plan. Stud."},{"key":"6_CR4","unstructured":"Organisation for Economic Co-operation and Development (OECD). Managing national innovation systems. OECD Publishing (1999)"},{"issue":"7","key":"6_CR5","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1016\/S0166-4972(02)00117-7","volume":"24","author":"P-L Chang","year":"2004","unstructured":"Chang, P.-L., Shih, H.-Y.: The innovation systems of Taiwan and China: a comparative analysis. Technovation 24(7), 529\u2013539 (2004)","journal-title":"Technovation"},{"issue":"5","key":"6_CR6","doi-asserted-by":"publisher","first-page":"546","DOI":"10.1038\/s41587-021-00912-9","volume":"39","author":"M Gaviria","year":"2021","unstructured":"Gaviria, M., Kilic, B.: A network analysis of COVID-19 mRNA vaccine patents. Nat. Biotechnol. 39(5), 546\u2013548 (2021)","journal-title":"Nat. Biotechnol."},{"key":"6_CR7","doi-asserted-by":"crossref","unstructured":"Griliches, Z., Pakes, A., Hall, B.H.: The value of patents as indicators of inventive activity (1986)","DOI":"10.3386\/w2083"},{"issue":"1","key":"6_CR8","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1287\/mnsc.47.1.117.10671","volume":"47","author":"L Fleming","year":"2001","unstructured":"Fleming, L.: Recombinant uncertainty in technological search. Manag. Sci. 47(1), 117\u2013132 (2001)","journal-title":"Manag. Sci."},{"key":"6_CR9","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/5263.001.0001","volume-title":"Patents, Citations, and Innovations: A Window on the Knowledge Economy","author":"AB Jaffe","year":"2002","unstructured":"Jaffe, A.B., Trajtenberg, M.: Patents, Citations, and Innovations: A Window on the Knowledge Economy. MIT Press, Cambridge (2002)"},{"key":"6_CR10","first-page":"16","volume":"36","author":"BH Hall","year":"2005","unstructured":"Hall, B.H., Jaffe, A., Trajtenberg, M.: Market value and patent citations. RAND J. Econ. 36, 16\u201338 (2005)","journal-title":"RAND J. Econ."},{"key":"6_CR11","series-title":"Studies in Computational Intelligence","doi-asserted-by":"publisher","first-page":"744","DOI":"10.1007\/978-3-319-72150-7_60","volume-title":"Complex Networks & Their Applications VI","author":"Y Gao","year":"2018","unstructured":"Gao, Y., Zhu, Z., Riccaboni, M.: Consistency and trends of technological innovations: a network approach to the international patent classification data. In: Cherifi, C., Cherifi, H., Karsai, M., Musolesi, M. (eds.) COMPLEX NETWORKS 2017 2017. SCI, vol. 689, pp. 744\u2013756. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-72150-7_60"},{"issue":"1","key":"6_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s41109-018-0090-3","volume":"3","author":"Y Gao","year":"2018","unstructured":"Gao, Y., Zhu, Z., Kali, R., Riccaboni, M.: Community evolution in patent networks: technological change and network dynamics. Appl. Netw. Sci. 3(1), 1\u201323 (2018). https:\/\/doi.org\/10.1007\/s41109-018-0090-3","journal-title":"Appl. Netw. Sci."},{"key":"6_CR13","unstructured":"Maraut, S., Dernis, H., Webb, C., Spiezia, V., Guellec, D.: The OECD REGPAT database: a presentation. OECD Sci. Technol. Ind. Work. Pap. 2008(2), 0_1 (2008)"},{"issue":"5","key":"6_CR14","doi-asserted-by":"publisher","first-page":"756","DOI":"10.1287\/mnsc.1040.0349","volume":"51","author":"J Singh","year":"2005","unstructured":"Singh, J.: Collaborative networks as determinants of knowledge diffusion patterns. Manag. Sci. 51(5), 756\u2013770 (2005)","journal-title":"Manag. Sci."},{"issue":"3","key":"6_CR15","doi-asserted-by":"publisher","first-page":"651","DOI":"10.1016\/j.respol.2014.10.015","volume":"44","author":"A Morescalchi","year":"2015","unstructured":"Morescalchi, A., Pammolli, F., Penner, O., Petersen, A.M., Riccaboni, M.: The evolution of networks of innovators within and across borders: evidence from patent data. Res. Policy 44(3), 651\u2013668 (2015)","journal-title":"Res. Policy"},{"issue":"1","key":"6_CR16","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1007\/s00168-012-0545-x","volume":"51","author":"T Sebesty\u00e9n","year":"2013","unstructured":"Sebesty\u00e9n, T., Varga, A.: Research productivity and the quality of interregional knowledge networks. Ann. Reg. Sci. 51(1), 155\u2013189 (2013)","journal-title":"Ann. Reg. Sci."},{"issue":"1","key":"6_CR17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.respol.2017.09.006","volume":"47","author":"I De Noni","year":"2018","unstructured":"De Noni, I., Orsi, L., Belussi, F.: The role of collaborative networks in supporting the innovation performances of lagging-behind European regions. Res. Policy 47(1), 1\u201313 (2018)","journal-title":"Res. Policy"},{"issue":"2","key":"6_CR18","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1007\/s00168-013-0588-7","volume":"53","author":"I Wanzenboeck","year":"2014","unstructured":"Wanzenboeck, I., Scherngell, T., Brenner, T.: Embeddedness of regions in European knowledge networks: a comparative analysis of inter-regional R&D collaborations, co-patents and co-publications. Ann. Reg. Sci. 53(2), 337\u2013368 (2014)","journal-title":"Ann. Reg. Sci."},{"issue":"10","key":"6_CR19","doi-asserted-by":"publisher","first-page":"1685","DOI":"10.1080\/00343404.2013.873119","volume":"49","author":"I Wanzenb\u00f6ck","year":"2015","unstructured":"Wanzenb\u00f6ck, I., Scherngell, T., Lata, R.: Embeddedness of European regions in European union-funded research and development (R&D) networks: a spatial econometric perspective. Reg. Stud. 49(10), 1685\u20131705 (2015)","journal-title":"Reg. Stud."},{"issue":"8","key":"6_CR20","doi-asserted-by":"publisher","first-page":"1165","DOI":"10.1080\/00343404.2016.1269885","volume":"51","author":"LR Berg\u00e9","year":"2017","unstructured":"Berg\u00e9, L.R., Wanzenb\u00f6ck, I., Scherngell, T.: Centrality of regions in R&D networks: a new measurement approach using the concept of bridging paths. Reg. Stud. 51(8), 1165\u20131178 (2017)","journal-title":"Reg. Stud."},{"key":"6_CR21","first-page":"2837","volume":"11","author":"NX Vinh","year":"2010","unstructured":"Vinh, N.X., Epps, J., Bailey, J.: Information theoretic measures for clusterings comparison: variants, properties, normalization and correction for chance. J. Mach. Learn. Res. 11, 2837\u20132854 (2010)","journal-title":"J. Mach. Learn. Res."},{"key":"6_CR22","unstructured":"WIPO: IPC concordance table (2019). https:\/\/www.wipo.int\/ipstats. Accessed 06 Aug 2021"},{"issue":"10","key":"6_CR23","doi-asserted-by":"publisher","first-page":"P10008","DOI":"10.1088\/1742-5468\/2008\/10\/P10008","volume":"2008","author":"VD Blondel","year":"2008","unstructured":"Blondel, V.D., Guillaume, J.-L., Lambiotte, R., Lefebvre, E.: Fast unfolding of communities in large networks. J. Stat. Mech.: Theory Exp. 2008(10), P10008 (2008)","journal-title":"J. Stat. Mech.: Theory Exp."}],"container-title":["Studies in Computational Intelligence","Complex Networks & Their Applications X"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-93409-5_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,15]],"date-time":"2024-09-15T13:39:46Z","timestamp":1726407586000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-93409-5_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783030934088","9783030934095"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-93409-5_6","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"value":"1860-949X","type":"print"},{"value":"1860-9503","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"1 January 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"COMPLEX NETWORKS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Complex Networks and Their Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Madrid","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 November 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 December 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwcna2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.complexnetworks.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}