{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T06:00:03Z","timestamp":1771480803410,"version":"3.50.1"},"publisher-location":"New York, New York, USA","reference-count":17,"publisher":"ACM Press","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"ARO","award":["W911NF-16-1-0306"],"award-info":[{"award-number":["W911NF-16-1-0306"]}]},{"name":"AFOSR","award":["FA9550-17-1-0327"],"award-info":[{"award-number":["FA9550-17-1-0327"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1145\/3184558.3191567","type":"proceedings-article","created":{"date-parts":[[2018,4,18]],"date-time":"2018-04-18T18:04:25Z","timestamp":1524074665000},"page":"1277-1285","source":"Crossref","is-referenced-by-count":6,"title":["Towards Quantifying Sampling Bias in Network Inference"],"prefix":"10.1145","author":[{"given":"Lisette","family":"Esp\u00edn-Noboa","sequence":"first","affiliation":[{"name":"GESIS & University of Koblenz-Landau, Cologne, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Claudia","family":"Wagner","sequence":"additional","affiliation":[{"name":"GESIS & University of Koblenz-Landau, Cologne, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fariba","family":"Karimi","sequence":"additional","affiliation":[{"name":"GESIS & University of Koblenz-Landau, Cologne, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kristina","family":"Lerman","sequence":"additional","affiliation":[{"name":"University of Southern California, Marina Del Rey, CA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","reference":[{"key":"key-10.1145\/3184558.3191567-1","unstructured":"Nesreen K Ahmed, Jennifer Neville, and Ramana Rao Kompella. 2012. Network Sampling Designs for Relational Classification. In ICWSM."},{"key":"key-10.1145\/3184558.3191567-2","unstructured":"Rowland Atkinson and John Flint. 2001. Accessing hidden and hard-to-reach populations: Snowball research strategies. Social research update 33, 1 (2001), 1--4."},{"key":"key-10.1145\/3184558.3191567-3","doi-asserted-by":"crossref","unstructured":"Konstantin Avrachenkov, Bruno Ribeiro, and Jithin K Sreedharan. 2016. Inference in OSNs via Lightweight Partial Crawls. In Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science. ACM, 165--177.","DOI":"10.1145\/2896377.2901477"},{"key":"key-10.1145\/3184558.3191567-4","unstructured":"Albert-L&#225;szl&#243; Barab&#225;si. 2016. Network science. Cambridge university press."},{"key":"key-10.1145\/3184558.3191567-5","doi-asserted-by":"crossref","unstructured":"Lise Getoor and Ben Taskar. 2007. Introduction to statistical relational learning. MIT press.","DOI":"10.7551\/mitpress\/7432.001.0001"},{"key":"key-10.1145\/3184558.3191567-6","unstructured":"Leo A Goodman. 1961. Snowball sampling. The annals of mathematical statistics (1961), 148--170."},{"key":"key-10.1145\/3184558.3191567-7","unstructured":"Fariba Karimi, Mathieu G&#233;nois, Claudia Wagner, Philipp Singer, and Markus Strohmaier. 2017. Visibility of minorities in social networks. arXiv:1702.00150 (2017)."},{"key":"key-10.1145\/3184558.3191567-8","doi-asserted-by":"crossref","unstructured":"Jure Leskovec and Christos Faloutsos. 2006. Sampling from large graphs. In Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 631--636.","DOI":"10.1145\/1150402.1150479"},{"key":"key-10.1145\/3184558.3191567-9","unstructured":"Sofus A. Macskassy and Foster Provost. 2007. Classification in Networked Data: A Toolkit and a Univariate Case Study. J. Mach. Learn. Res. 8 (May 2007), 935--983. http:\/\/dl.acm.org\/citation.cfmid=1248659.1248693"},{"key":"key-10.1145\/3184558.3191567-10","unstructured":"Flaviano Morone and Hern&#225;n A Makse. 2015. Influence maximization in complex networks through optimal percolation. Nature 524, 7563 (2015), 65."},{"key":"key-10.1145\/3184558.3191567-11","unstructured":"Lawrence Page, Sergey Brin, Rajeev Motwani, and Terry Winograd. 1999. The PageRank citation ranking: Bringing order to the web. Technical Report. Stanford InfoLab."},{"key":"key-10.1145\/3184558.3191567-12","doi-asserted-by":"crossref","unstructured":"Prithviraj Sen, Galileo Mark Namata, Mustafa Bilgic, Lise Getoor, Brian Gallagher, and Tina Eliassi-Rad. 2008. Collective Classification in Network Data. AI Magazine 29, 3 (2008), 93--106. http:\/\/www.cs.iit.edu\/~ml\/pdfs\/sen-aimag08.pdf","DOI":"10.1609\/aimag.v29i3.2157"},{"key":"key-10.1145\/3184558.3191567-13","unstructured":"Amanda L Traud, Peter J Mucha, and Mason A Porter. 2012. Social structure of Facebook networks. Physica A: Statistical Mechanics and its Applications 391, 16 (2012), 4165--4180."},{"key":"key-10.1145\/3184558.3191567-14","doi-asserted-by":"crossref","unstructured":"Claudia Wagner, Philipp Singer, Fariba Karimi, J&#252;rgen Pfeffer, and Markus Strohmaier. 2017. Sampling from Social Networks with Attributes. In Proceedings of the 26th International Conference on World Wide Web (WWW '17). International World Wide Web Conferences Steering Committee, Republic and Canton of Geneva, Switzerland, 1181--1190. https:\/\/doi.org\/10.1145\/3038912.3052665","DOI":"10.1145\/3038912.3052665"},{"key":"key-10.1145\/3184558.3191567-15","doi-asserted-by":"crossref","unstructured":"Jiasen Yang, Bruno Ribeiro, and Jennifer Neville. 2017. Should We Be Confident in Peer Effects Estimated From Social Network Crawls. In Proceedings of the Eleventh International Conference on Web and Social Media, ICWSM 2017, Montr&#233;al, Qu&#233;bec, Canada, May 15--18, 2017. 708--711. https:\/\/aaai.org\/ocs\/index.php\/ ICWSM\/ICWSM17\/paper\/view\/15696","DOI":"10.1609\/icwsm.v11i1.14969"},{"key":"key-10.1145\/3184558.3191567-16","unstructured":"Jiasen Yang, Bruno Ribeiro, and Jennifer Neville. 2017. Stochastic Gradient Descent for Relational Logistic Regression via Partial Network Crawls. arXiv preprint arXiv:1707.07716 (2017)."},{"key":"key-10.1145\/3184558.3191567-17","unstructured":"Giselle Zeno and Jennifer Neville. 2016. Investigating the impact of graph structure and attribute correlation on collective classification performance. (2016)."}],"event":{"name":"Companion of the The Web Conference 2018","location":"Lyon, France","acronym":"WWW '18","number":"2018","sponsor":["IW3C2, International World Wide Web Conference Committee","SIGWEB, ACM Special Interest Group on Hypertext, Hypermedia, and Web"],"start":{"date-parts":[[2018,4,23]]},"end":{"date-parts":[[2018,4,27]]}},"container-title":["Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3184558.3191567","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/dl.acm.org\/ft_gateway.cfm?id=3191567&ftid=1958267&dwn=1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:08:31Z","timestamp":1750208911000},"score":1,"resource":{"primary":{"URL":"http:\/\/dl.acm.org\/citation.cfm?doid=3184558.3191567"}},"subtitle":[],"proceedings-subject":"The Web Conference 2018","short-title":[],"issued":{"date-parts":[[2018]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1145\/3184558.3191567","relation":{},"subject":[],"published":{"date-parts":[[2018]]}}}