{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T11:46:25Z","timestamp":1761997585721,"version":"build-2065373602"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2017,3,20]],"date-time":"2017-03-20T00:00:00Z","timestamp":1489968000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Braz Comput Soc"],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1186\/s13173-017-0055-x","type":"journal-article","created":{"date-parts":[[2017,3,20]],"date-time":"2017-03-20T13:10:07Z","timestamp":1490015407000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["The strength of co-authorship ties through different topological properties"],"prefix":"10.1186","volume":"23","author":[{"given":"Michele A.","family":"Brand\u00e3o","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mirella M.","family":"Moro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,3,20]]},"reference":[{"key":"55_CR1","volume-title":"The Kendall rank correlation coefficient","author":"H Abdi","year":"2007","unstructured":"Abdi H (2007) The Kendall rank correlation coefficient. Encyclopedia of Measurement and Statistics Sage, Thousand Oaks. doi:doi:10.1.1.66.9039."},{"key":"55_CR2","volume-title":"Normalizing data","author":"H Abdi","year":"2010","unstructured":"Abdi H, Williams L (2010) Normalizing data. Encyclopedia of Research Design Sage, Thousand Oaks."},{"key":"55_CR3","first-page":"199","volume-title":"Proceedings of the Brazilian Workshop on Social Network Analysis and Mining","author":"MA Brand\u00e3o","year":"2016","unstructured":"Brand\u00e3o MA, Diniz MA, Moro MM (2016) Using topological properties to measure the strength of co-authorship ties In: Proceedings of the Brazilian Workshop on Social Network Analysis and Mining, 199\u2013210.. SBC, Rio de Janeiro."},{"key":"55_CR4","doi-asserted-by":"publisher","first-page":"527","DOI":"10.1007\/978-3-319-22849-5_37","volume-title":"International Conference on Database and Expert Systems Applications","author":"MA Brand\u00e3o","year":"2015","unstructured":"Brand\u00e3o MA, Moro MM (2015) Analyzing the strength of co-authorship ties with neighborhood overlap In: International Conference on Database and Expert Systems Applications, 527\u2013542.. Springer, Linz."},{"key":"55_CR5","doi-asserted-by":"publisher","first-page":"833","DOI":"10.1145\/2487788.2488058","volume-title":"Proceedings of the 22nd International Conference on World Wide Web - Companion Volume","author":"MA Brand\u00e3o","year":"2013","unstructured":"Brand\u00e3o MA, Moro MM, Lopes GR, Oliveira JPM (2013) Using link semantics to recommend collaborations in academic social networks In: Proceedings of the 22nd International Conference on World Wide Web - Companion Volume, 833\u2013840.. ACM, Rio de Janeiro."},{"issue":"6","key":"55_CR6","doi-asserted-by":"publisher","first-page":"1919","DOI":"10.1086\/686267","volume":"121","author":"J Bruggeman","year":"2016","unstructured":"Bruggeman J (2016) The strength of varying tie strength: comment on Aral and Van Alstyne1. Am J Sociol 121(6): 1919\u20131930. doi: 10.1086\/686267 .","journal-title":"Am J Sociol"},{"key":"55_CR7","volume-title":"Neighbor networks: competitive advantage local and personal","author":"RS Burt","year":"2010","unstructured":"Burt RS (2010) Neighbor networks: competitive advantage local and personal. Oxford University Press, New York."},{"key":"55_CR8","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/j.ins.2016.09.009","volume":"375","author":"D Castilho","year":"2017","unstructured":"Castilho D, de Melo POV, Benevenuto F (2017) The strength of the work ties. Inf Sci 375: 155\u2013170. doi: 10.1016\/j.ins.2016.09.009 .","journal-title":"Inf Sci"},{"key":"55_CR9","volume-title":"Proceedings of the Brazilian Workshop on Social Network Analysis and Mining","author":"CB Cheng","year":"2014","unstructured":"Cheng CB, Day MY, Shih SP, Chang W (2014) Study of scientific collaborations in the intelligence and security informatics research community by social network analysis In: Proceedings of the Brazilian Workshop on Social Network Analysis and Mining.. SBC, Rio de Janeiro."},{"key":"55_CR10","volume-title":"Introduction to algorithms","author":"TH Cormen","year":"2009","unstructured":"Cormen TH, Leiserson CE, Rivest RL, Stein C (2009) Introduction to algorithms. MIT press, Cambridge."},{"key":"55_CR11","first-page":"243","volume-title":"Proceedings of the Brazilian Workshop on Social Network Analysis and Mining","author":"L Digiampietri","year":"2014","unstructured":"Digiampietri L, Maruyama W (2014) Predi\u00e7\u00e3o de novas coautorias na rede social acad\u00eamica dos programas brasileiros de p\u00f3s-gradua\u00e7\u00e3o em ci\u00eancia da computa\u00e7\u00e3o In: Proceedings of the Brazilian Workshop on Social Network Analysis and Mining, 243\u2013248.. SBC, Rio de Janeiro."},{"issue":"3","key":"55_CR12","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1111\/obes.12070","volume":"77","author":"L Ductor","year":"2015","unstructured":"Ductor L (2015) Does co-authorship lead to higher academic productivity?Oxford Bull Econ Stat 77(3): 385\u2013407.","journal-title":"Oxford Bull Econ Stat"},{"key":"55_CR13","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511761942","volume-title":"Networks, crowds, and markets: reasoning about a highly connected world","author":"D Easley","year":"2010","unstructured":"Easley D, Kleinberg J (2010) Networks, crowds, and markets: reasoning about a highly connected world. Cambridge University Press, Cambridge."},{"key":"55_CR14","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1007\/s13173-011-0041-7","volume":"41","author":"VP Freire","year":"2011","unstructured":"Freire VP, Figueiredo DR (2011) Ranking in collaboration networks using a group based metric. J Braz Comput Soc41: 255\u2013266. doi: 10.1007\/s13173-011-0041-7 .","journal-title":"J Braz Comput Soc"},{"key":"55_CR15","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1145\/1518701.1518736","volume-title":"Proceedings of the SIGCHI conference on human factors in computing systems","author":"E Gilbert","year":"2009","unstructured":"Gilbert E, Karahalios K (2009) Predicting tie strength with social media In: Proceedings of the SIGCHI conference on human factors in computing systems, 211\u2013220.. ACM, Boston."},{"issue":"5","key":"55_CR16","doi-asserted-by":"publisher","first-page":"2939","DOI":"10.1007\/s00429-014-0836-3","volume":"220","author":"A Goulas","year":"2015","unstructured":"Goulas A, Schaefer A, Margulies DS (2015) The strength of weak connections in the macaque cortico-cortical network. Brain Struct Funct 220(5): 2939\u20132951. doi: 10.1007\/s00429-014-0836-3 .","journal-title":"Brain Struct Funct"},{"issue":"2004","key":"55_CR17","first-page":"423","volume":"91","author":"MS Granovetter","year":"1973","unstructured":"Granovetter MS (1973) The strength of weak ties. American Joumal af Sociology, 78: 1360-1380. Dietz. Pugh. and Wiley91(2004): 423\u2013433.","journal-title":"Dietz. Pugh. and Wiley"},{"key":"55_CR18","volume-title":"The art of computer systems performance analysis: techniques for experimental design, measurement, simulation, and modeling","author":"R Jain","year":"1990","unstructured":"Jain R (1990) The art of computer systems performance analysis: techniques for experimental design, measurement, simulation, and modeling. John Wiley and Sons, New York."},{"key":"55_CR19","first-page":"74","volume-title":"Proceedings of 3rd International AAAI Conference on Weblogs and Social Media","author":"I Kahanda","year":"2009","unstructured":"Kahanda I, Neville J (2009) Using transactional information to predict link strength in online social networks In: Proceedings of 3rd International AAAI Conference on Weblogs and Social Media, 74\u201381.. AAAI Press, San Jose."},{"key":"55_CR20","volume-title":"Simulation methodology for statisticians, operations analysts, and engineers","author":"P Lewis","year":"1988","unstructured":"Lewis P, McKenzie E (1988) Simulation methodology for statisticians, operations analysts, and engineers, Vol. 1. CRC press, California."},{"key":"55_CR21","first-page":"253","volume-title":"Procs. IEEE 7th International Conference on Information Technology and Applications","author":"GR Lopes","year":"2011","unstructured":"Lopes GR, Moro MM, da Silva R, Barbosa EM, de Oliveira JPM (2011) Ranking strategy for graduate programs evaluation In: Procs. IEEE 7th International Conference on Information Technology and Applications, 253\u2013260.. AAI, Sydney."},{"key":"55_CR22","doi-asserted-by":"crossref","unstructured":"Luna JEO, Revoredo K, Cozman FG (2013) Link prediction using a probabilistic description logic. J Braz Comput Soc 19(108). doi: 10.1007\/s13173-013-0108-8 .","DOI":"10.1007\/s13173-013-0108-8"},{"key":"55_CR23","first-page":"2333","volume-title":"Proceedings of the 20th ACM Int\u2019l Conf. on Information and Knowledge Management","author":"J McGee","year":"2011","unstructured":"McGee J, Caverlee JA, Cheng Z (2011) A geographic study of tie strength in social media In: Proceedings of the 20th ACM Int\u2019l Conf. on Information and Knowledge Management, 2333\u20132336.. ACM, Glasgow."},{"key":"55_CR24","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/j.peva.2015.01.005","volume":"87","author":"POV de Melo","year":"2015","unstructured":"de Melo POV, Viana AC, Fiore M, Jaffr\u00e8s-Runser K, Le Mou\u00ebl F, Loureiro AA, Addepalli L, Guangshuo C (2015) Recast: telling apart social and random relationships in dynamic networks. Perform Eval 87: 19\u201336. doi: 10.1016\/j.peva.2015.01.005 .","journal-title":"Perform Eval"},{"issue":"1","key":"55_CR25","doi-asserted-by":"publisher","first-page":"016,132","DOI":"10.1103\/PhysRevE.64.016132","volume":"64","author":"ME Newman","year":"2001","unstructured":"Newman ME (2001) Scientific collaboration networks. ii. shortest paths, weighted networks, and centrality. Phys Rev E 64(1): 016,132. doi: 10.1103\/PhysRevE.64.016132 .","journal-title":"Phys Rev E"},{"issue":"18","key":"55_CR26","doi-asserted-by":"publisher","first-page":"7332","DOI":"10.1073\/pnas.0610245104","volume":"104","author":"JP Onnela","year":"2007","unstructured":"Onnela JP, Saram\u00e4ki J, Hyv\u00f6nen J, Szab\u00f3 G, Lazer D, Kaski K, Kert\u00e9sz J, Barab\u00e1si AL (2007) Structure and tie strengths in mobile communication networks. Proc Natl Acad Sci 104(18): 7332\u20137336. doi: 10.1073\/pnas.0610245104 .","journal-title":"Proc Natl Acad Sci"},{"issue":"1","key":"55_CR27","doi-asserted-by":"publisher","first-page":"18,007","DOI":"10.1209\/0295-5075\/97\/18007","volume":"97","author":"RK Pan","year":"2012","unstructured":"Pan RK, Saram\u00e4ki J (2012) The strength of strong ties in scientific collaboration networks. EPL (Europhysics Letters) 97(1): 18,007. doi: 10.1209\/0295-5075 .","journal-title":"EPL (Europhysics Letters)"},{"key":"55_CR28","first-page":"1040","volume-title":"Proceedings of the IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining","author":"L Pappalardo","year":"2012","unstructured":"Pappalardo L, Rossetti G, Pedreschi D (2012) \u201cHow well do we know each other?\u201d detecting tie strength in multidimensional social networks In: Proceedings of the IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining, 1040\u20131045.. IEEE, Istanbul."},{"key":"55_CR29","first-page":"67","volume-title":"Proceedings of the 14th ACM\/IEEE-CS Joint Conference on Digital Libraries","author":"TH Silva","year":"2014","unstructured":"Silva TH, Moro MM, Silva APC, Meira Jr W, Laender AH (2014) Community-based endogamy as an influence indicator In: Proceedings of the 14th ACM\/IEEE-CS Joint Conference on Digital Libraries, 67\u201376.. ACM, London."},{"key":"55_CR30","doi-asserted-by":"publisher","first-page":"1108","DOI":"10.1145\/2851613.2851812","volume-title":"Proceedings of the 31st Annual ACM Symposium on Applied Computing","author":"W Viana","year":"2016","unstructured":"Viana W, da Silva APC, Moro MM (2016) Pick the right team and make a blockbuster: a social analysis through movie history In: Proceedings of the 31st Annual ACM Symposium on Applied Computing, 1108\u20131114.. ACM, Pisa. doi: 10.1145\/2851613.2851812 ."},{"key":"55_CR31","first-page":"765","volume-title":"Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing","author":"J Wiese","year":"2015","unstructured":"Wiese J, Min JK, Hong JI, Zimmerman J (2015) You never call, you never write: call and SMS logs do not always indicate tie strength In: Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 765\u2013774.. ACM, Vancouver."},{"key":"55_CR32","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1145\/2232817.2232831","volume-title":"Proceedings of the 12th ACM\/IEEE-CS Joint Conference on Digital Libraries","author":"R Yan","year":"2012","unstructured":"Yan R, Huang C, Tang J, Zhang Y, Li X (2012) To better stand on the shoulder of giants In: Proceedings of the 12th ACM\/IEEE-CS Joint Conference on Digital Libraries, 51\u201360.. ACM, Washington, DC."},{"key":"55_CR33","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1145\/2872518.2889367","volume-title":"Proceedings of the 25th International Conference on World Wide Web - Companion Volume","author":"M Zignani","year":"2016","unstructured":"Zignani M, Gaito S, Rossi GP (2016) Predicting the link strength of newborn links In: Proceedings of the 25th International Conference on World Wide Web - Companion Volume, 147\u2013148.. ACM, Montreal."},{"key":"55_CR34","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1016\/j.comcom.2015.07.013","volume":"73","author":"X Zuo","year":"2016","unstructured":"Zuo X, Blackburn J, Kourtellis N, Skvoretz J, Iamnitchi A (2016) The power of indirect ties. Comput Commun 73: 188\u2013199. doi: 10.1016\/j.comcom.2015.07.013 .","journal-title":"Comput Commun"}],"container-title":["Journal of the Brazilian Computer Society"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s13173-017-0055-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13173-017-0055-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13173-017-0055-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,13]],"date-time":"2024-08-13T10:45:58Z","timestamp":1723545958000},"score":1,"resource":{"primary":{"URL":"https:\/\/journal-bcs.springeropen.com\/articles\/10.1186\/s13173-017-0055-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,3,20]]},"references-count":34,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,12]]}},"alternative-id":["55"],"URL":"https:\/\/doi.org\/10.1186\/s13173-017-0055-x","relation":{},"ISSN":["0104-6500","1678-4804"],"issn-type":[{"type":"print","value":"0104-6500"},{"type":"electronic","value":"1678-4804"}],"subject":[],"published":{"date-parts":[[2017,3,20]]},"article-number":"5"}}