{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T05:05:23Z","timestamp":1784178323403,"version":"3.55.0"},"publisher-location":"Cham","reference-count":44,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032213204","type":"print"},{"value":"9783032213211","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":[[2026]]},"DOI":"10.1007\/978-3-032-21321-1_49","type":"book-chapter","created":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T11:11:08Z","timestamp":1774264268000},"page":"399-414","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["FaE: A Resource of\u00a0Logs, Profiles, and\u00a0Rankings for\u00a0Academic Expert Finding"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-9391-3265","authenticated-orcid":false,"given":"Marjan","family":"Azimi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6638-0232","authenticated-orcid":false,"given":"Alistair","family":"Moffat","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6622-032X","authenticated-orcid":false,"given":"Justin","family":"Zobel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,3,24]]},"reference":[{"issue":"11","key":"49_CR1","first-page":"1529","volume":"17","author":"MT Afzal","year":"2011","unstructured":"Afzal, M.T., Maurer, H.A.: Expertise recommender system for scientific community. J. Univ. Comp. Sc. 17(11), 1529\u20131549 (2011)","journal-title":"J. Univ. Comp. Sc."},{"key":"49_CR2","doi-asserted-by":"crossref","unstructured":"Al Hakim, S., Sensuse, D.I., Budi, I., Subroto, I.M.I., Siagian, A.H.A.M.: Expert retrieval based on local journals metadata to drive small-medium industries (SMI) collaboration for product innovation. Soc. Netw. Anal. Min. 13(1), 68 (2023)","DOI":"10.1007\/s13278-023-01044-5"},{"issue":"1","key":"49_CR3","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1007\/s13278-018-0534-x","volume":"8","author":"MZ Al-Taie","year":"2018","unstructured":"Al-Taie, M.Z., Kadry, S., Obasa, A.I.: Understanding expert finding systems: Domains and techniques. Soc. Netw. Anal. Min. 8(1), 57 (2018)","journal-title":"Soc. Netw. Anal. Min."},{"key":"49_CR4","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1016\/j.ins.2016.12.040","volume":"394","author":"O Alhabashneh","year":"2017","unstructured":"Alhabashneh, O., Iqbal, R., Doctor, F., James, A.: Fuzzy rule based profiling approach for enterprise information seeking and retrieval. Inf. Sci. 394, 18\u201337 (2017)","journal-title":"Inf. Sci."},{"key":"49_CR5","doi-asserted-by":"crossref","unstructured":"Askari, A., Verberne, S., Pasi, G.: Expert finding in legal community question answering. In: Proc. ECIR, pp. 22\u201330 (2022)","DOI":"10.1007\/978-3-030-99739-7_3"},{"key":"49_CR6","doi-asserted-by":"crossref","unstructured":"Azimi, M., Moffat, A., Zobel, J.: Expert finding revisited: A uniform exploration of methods. In: Proc. ICTIR, pp. 478\u2013487 (2025)","DOI":"10.1145\/3731120.3744618"},{"key":"49_CR7","doi-asserted-by":"crossref","unstructured":"Balog, K., Azzopardi, L., De Rijke, M.: Formal models for expert finding in enterprise corpora. In: Proc. SIGIR, pp. 43\u201350 (2006)","DOI":"10.1145\/1148170.1148181"},{"key":"49_CR8","doi-asserted-by":"crossref","unstructured":"Balog, K., Bogers, T., Azzopardi, L., De Rijke, M., Van Den Bosch, A.: Broad expertise retrieval in sparse data environments. In: Proc. SIGIR, pp. 551\u2013558 (2007)","DOI":"10.1145\/1277741.1277836"},{"issue":"2\u20133","key":"49_CR9","first-page":"127","volume":"6","author":"K Balog","year":"2012","unstructured":"Balog, K., Fang, Y., de Rijke, M., Serdyukov, P., Si, L.: Expertise retrieval. Found. Trnd. Inf. Retr. 6(2\u20133), 127\u2013256 (2012)","journal-title":"Inf. Retr."},{"key":"49_CR10","unstructured":"Balog, K., de Rijke, M.: Determining expert profiles (with an application to expert finding). In: Proc. IJCAI, pp. 2657\u20132662 (2007)"},{"key":"49_CR11","doi-asserted-by":"crossref","unstructured":"Campbell, C.S., Maglio, P.P., Cozzi, A., Dom, B.: Expertise identification using email communications. In: Proc. CIKM, pp. 528\u2013531 (2003)","DOI":"10.1145\/956863.956965"},{"key":"49_CR12","doi-asserted-by":"crossref","unstructured":"Deng, H., Han, J., Lyu, M.R., King, I.: Modeling and exploiting heterogeneous bibliographic networks for expertise ranking. In: Proc. JCDL, pp. 71\u201380 (2012)","DOI":"10.1145\/2232817.2232833"},{"key":"49_CR13","doi-asserted-by":"crossref","unstructured":"Ebrahimi, S., Salamat, S., Arabzadeh, N., Bashari, M., Bagheri, E.: exHarmony: Authorship and citations for benchmarking the reviewer assignment problem. In: Proc. ECIR, pp. 1\u201316 (2025)","DOI":"10.1007\/978-3-031-88714-7_1"},{"key":"49_CR14","unstructured":"Faisal, M., Daud, A., Akram, A.: Expert ranking using reputation and answer quality of co-existing users. Int. Arab J. Inf. Technol. 14(1) (2017)"},{"key":"49_CR15","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.116433","volume":"193","author":"Z Fallahnejad","year":"2022","unstructured":"Fallahnejad, Z., Beigy, H.: Attention-based skill translation models for expert finding. Expert Syst. Appl. 193, 116433 (2022)","journal-title":"Expert Syst. Appl."},{"key":"49_CR16","doi-asserted-by":"crossref","unstructured":"Fang, Y., Somasundaram, N., Si, L., Ko, J., Mathur, A.P.: Analysis of an expert search query log. In: Proc. SIGIR, pp. 1189\u20131190 (2011)","DOI":"10.1145\/2009916.2010113"},{"key":"49_CR17","doi-asserted-by":"crossref","unstructured":"Fischer, T., Remus, S., Biemann, C.: LT expertfinder: An evaluation framework for expert finding methods. In: Proc. NAACL, pp. 98\u2013104 (2019)","DOI":"10.18653\/v1\/N19-4017"},{"key":"49_CR18","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.119241","volume":"213","author":"X Gao","year":"2023","unstructured":"Gao, X., Wu, S., Xia, D., Xiong, H.: Topic-sensitive expert finding based solely on heterogeneous academic networks. Expert Sys. with Applic. 213, 119241 (2023)","journal-title":"Expert Sys. with Applic."},{"issue":"5","key":"49_CR19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3331000","volume":"52","author":"R Gon\u00e7alves","year":"2019","unstructured":"Gon\u00e7alves, R., Dorneles, C.F.: Automated expertise retrieval: A taxonomy-based survey and open issues. ACM Comput. Surv. 52(5), 1\u201330 (2019)","journal-title":"ACM Comput. Surv."},{"key":"49_CR20","unstructured":"Gui, H., Zhu, Q., Liu, L., Zhang, A., Han, J.: Expert finding in heterogeneous bibliographic networks with locally-trained embeddings. arXiv:1803.03370 (2018)"},{"key":"49_CR21","doi-asserted-by":"crossref","unstructured":"Guy, I., Ur, S., Ronen, I., Weber, S., Oral, T.: Best faces forward: A large-scale study of people search in the enterprise. In: Proc. CHI, pp. 1775\u20131784 (2012)","DOI":"10.1145\/2207676.2208310"},{"key":"49_CR22","doi-asserted-by":"crossref","unstructured":"Hashemi, S.H., Neshati, M., Beigy, H.: Expertise retrieval in bibliographic network: A topic dominance learning approach. In: Proc. CIKM, pp. 1117\u20131126 (2013)","DOI":"10.1145\/2505515.2505697"},{"issue":"5","key":"49_CR23","doi-asserted-by":"publisher","first-page":"994","DOI":"10.1002\/asi.21292","volume":"61","author":"K Hofmann","year":"2010","unstructured":"Hofmann, K., Balog, K., Bogers, T., de Rijke, M.: Contextual factors for finding similar experts. J. Am. Soc. Inf. Sc. Tech. 61(5), 994\u20131014 (2010)","journal-title":"J. Am. Soc. Inf. Sc. Tech."},{"issue":"20","key":"49_CR24","doi-asserted-by":"publisher","first-page":"4250","DOI":"10.3390\/app9204250","volume":"9","author":"O Husain","year":"2019","unstructured":"Husain, O., Salim, N., Alias, R.A., Abdelsalam, S., Hassan, A.: Expert finding systems: A systematic review. Appl. Sci. 9(20), 4250 (2019)","journal-title":"Appl. Sci."},{"key":"49_CR25","unstructured":"Jansen, B.J., Spink, A.: An analysis of web documents retrieved and viewed. In: Proc. Int. Conf. Internet Comp., pp. 65\u201369 (2003)"},{"key":"49_CR26","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118691","volume":"211","author":"YB Kang","year":"2023","unstructured":"Kang, Y.B., Du, H., Forkan, A.R.M., Jayaraman, P.P., Aryani, A., Sellis, T.: Expfinder: A hybrid model for expert finding from text-based expertise data. Expert Syst. Appl. 211, 118691 (2023)","journal-title":"Expert Syst. Appl."},{"issue":"1","key":"49_CR27","doi-asserted-by":"publisher","first-page":"369","DOI":"10.1007\/s11192-017-2485-9","volume":"113","author":"X Kong","year":"2017","unstructured":"Kong, X., Jiang, H., Wang, W., Bekele, T.M., Xu, Z., Wang, M.: Exploring dynamic research interest and academic influence for scientific collaborator recommendation. Scientometrics 113(1), 369\u2013385 (2017). https:\/\/doi.org\/10.1007\/s11192-017-2485-9","journal-title":"Scientometrics"},{"issue":"2","key":"49_CR28","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1007\/s10844-016-0440-5","volume":"49","author":"S Lin","year":"2017","unstructured":"Lin, S., Hong, W., Wang, D., Li, T.: A survey on expert finding techniques. Journal of Intelligent Information Systems 49(2), 255\u2013279 (2017). https:\/\/doi.org\/10.1007\/s10844-016-0440-5","journal-title":"Journal of Intelligent Information Systems"},{"key":"49_CR29","doi-asserted-by":"publisher","first-page":"16","DOI":"10.5334\/dsj-2015-016","volume":"14","author":"D Liu","year":"2015","unstructured":"Liu, D., Xu, W., Du, W., Wang, F.: How to choose appropriate experts for peer review: An intelligent recommendation method in a big data context. Data Sc. J. 14, 16\u201316 (2015)","journal-title":"Data Sc. J."},{"issue":"1","key":"49_CR30","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.12231","volume":"35","author":"NT Mahani","year":"2018","unstructured":"Mahani, N.T., Dehghani, M., Mirian, M.S., Shakery, A., Taheri, K.: Expert finding by the Dempster-Shafer theory for evidence combination. Expert Syst. J. Knowl. Eng. 35(1), e12231 (2018)","journal-title":"Expert Syst. J. Knowl. Eng."},{"key":"49_CR31","doi-asserted-by":"crossref","unstructured":"Mangaravite, V., Santos, R.L., Ribeiro, I.S., Gon\u00e7alves, M.A., Laender, A.H.: The LExR collection for expertise retrieval in academia. In: Proc. SIGIR, pp. 721\u2013724 (2016)","DOI":"10.1145\/2911451.2914678"},{"key":"49_CR32","unstructured":"Moreira, C., Martins, B., Calado, P.: Using rank aggregation for expert search in academic digital libraries. arXiv:1501.05140 (2015)"},{"issue":"5","key":"49_CR33","doi-asserted-by":"publisher","first-page":"1026","DOI":"10.1016\/j.ipm.2017.04.002","volume":"53","author":"M Neshati","year":"2017","unstructured":"Neshati, M., Fallahnejad, Z., Beigy, H.: On dynamicity of expert finding in community question answering. Inf. Proc. & Man. 53(5), 1026\u20131042 (2017)","journal-title":"Inf. Proc. & Man."},{"issue":"1","key":"49_CR34","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/s10799-013-0173-x","volume":"15","author":"A Omidvar","year":"2014","unstructured":"Omidvar, A., Garakani, M., Safarpour, H.R.: Context-based user ranking in forums for expert finding using WordNet dictionary and social network analysis. Inf. Technol. Manag. 15(1), 51\u201363 (2014)","journal-title":"Inf. Technol. Manag."},{"key":"49_CR35","doi-asserted-by":"crossref","unstructured":"Peng, Q., Liu, H., Wang, Y., Xu, H., Jiao, P., Shao, M., Wang, W.: Towards a multi-view attentive matching for personalized expert finding. In: Proc. WWW, pp. 2131\u20132140 (2022)","DOI":"10.1145\/3485447.3512086"},{"key":"49_CR36","doi-asserted-by":"crossref","unstructured":"Rampisela, T.V., Yulianti, E.: Semantic-based query expansion for academic expert finding. In: Proc. Int. Conf. Asian Lang. Proc., pp. 34\u201339 (2020)","DOI":"10.1109\/IALP51396.2020.9310492"},{"key":"49_CR37","doi-asserted-by":"crossref","unstructured":"Schoegje, T., Hardman, L., de Vries, A., Pieters, T.: Improving expert search effectiveness: Comparing ways to rank and present search results. In: Proc. CHIIR, pp. 56\u201365 (2024)","DOI":"10.1145\/3627508.3638296"},{"key":"49_CR38","unstructured":"Silva, A.T.P.: A research analytics framework for expert recommendation in research social networks. Ph.D. thesis, City University of Hong Kong (2014)"},{"key":"49_CR39","unstructured":"Spina, D., Maistro, M., Ren, Y., Sadeghi, S., Wong, W., Baldwin, T., Cavedon, L., Moffat, A., Sanderson, M., Scholer, F., Zobel, J.: Understanding user behavior in job and talent search: An initial investigation. In: Proc. SIGIR eCom Workshop (2017)"},{"key":"49_CR40","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1016\/j.ijpe.2014.12.038","volume":"165","author":"J Sun","year":"2015","unstructured":"Sun, J., Xu, W., Ma, J., Sun, J.: Leverage RAF to find domain experts on research social network services: A big data analytics methodology with MapReduce framework. Int. J. Production Economics 165, 185\u2013193 (2015)","journal-title":"Int. J. Production Economics"},{"issue":"2","key":"49_CR41","doi-asserted-by":"publisher","first-page":"220","DOI":"10.1109\/TETC.2014.2386133","volume":"3","author":"C Tekin","year":"2014","unstructured":"Tekin, C., Atan, O., Van Der Schaar, M.: Discover the expert: Context-adaptive expert selection for medical diagnosis. IEEE Trans. Emerg. Top. Comput. 3(2), 220\u2013234 (2014)","journal-title":"IEEE Trans. Emerg. Top. Comput."},{"key":"49_CR42","doi-asserted-by":"crossref","unstructured":"Weerkamp, W., Berendsen, R., Kovachev, B., Meij, E., Balog, K., De Rijke, M.: People searching for people: Analysis of a people search engine log. In: Proc. SIGIR, pp. 45\u201354 (2011)","DOI":"10.1145\/2009916.2009927"},{"issue":"2","key":"49_CR43","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2020.102475","volume":"58","author":"D Wu","year":"2021","unstructured":"Wu, D., Fan, S., Yuan, F.: Research on pathways of expert finding on academic social networking sites. Inf. Proc. & Man. 58(2), 102475 (2021)","journal-title":"Inf. Proc. & Man."},{"key":"49_CR44","doi-asserted-by":"crossref","unstructured":"Wu, W., Zhang, W., Yang, Y., Wang, Q.: Drex: Developer recommendation with k-nearest-neighbor search and expertise ranking. In: Proc. Asia Pac. Soft. Eng. Conf., pp. 389\u2013396 (2011)","DOI":"10.1109\/APSEC.2011.15"}],"container-title":["Lecture Notes in Computer Science","Advances in Information Retrieval"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-21321-1_49","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T23:12:00Z","timestamp":1774307520000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-21321-1_49"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032213204","9783032213211"],"references-count":44,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-21321-1_49","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"24 March 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"ECIR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Information Retrieval","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Delft","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The Netherlands","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 March 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 April 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"48","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ecir2026","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ecir2026.eu\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}