{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,27]],"date-time":"2025-09-27T13:59:49Z","timestamp":1758981589433},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2014,6,21]],"date-time":"2014-06-21T00:00:00Z","timestamp":1403308800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soc. Netw. Anal. Min."],"published-print":{"date-parts":[[2014,12]]},"DOI":"10.1007\/s13278-014-0209-1","type":"journal-article","created":{"date-parts":[[2014,6,20]],"date-time":"2014-06-20T11:57:43Z","timestamp":1403265463000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Workload characterization of a location-based social network"],"prefix":"10.1007","volume":"4","author":[{"given":"Theo","family":"Lins","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Adriano C. M.","family":"Pereira","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fabr\u00edcio","family":"Benevenuto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,6,21]]},"reference":[{"issue":"2","key":"209_CR1","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1145\/362883.362920","volume":"28","author":"M Arlitt","year":"2000","unstructured":"Arlitt M (2000) Characterizing web user sessions. SIGMETRICS Perform Eval Rev 28(2):50\u201363","journal-title":"SIGMETRICS Perform Eval Rev"},{"key":"209_CR2","unstructured":"Arlitt M, Jin T (1999) Workload characterization of the 1998 world cup web site. In: Technical Report HPL-1999-35R1"},{"key":"209_CR3","doi-asserted-by":"crossref","unstructured":"Arlitt M, Krishnamurthy D, Rolia J (2001) Characterizing the scalability of a large web-based shopping system. In ACM Trans Internet Technol, pp 44\u201369","DOI":"10.1145\/383034.383036"},{"issue":"1","key":"209_CR4","doi-asserted-by":"crossref","first-page":"126","DOI":"10.1145\/233008.233034","volume":"24","author":"M Arlitt","year":"1996","unstructured":"Arlitt M, Williamson C (1996) Web server workload characterization: the search for invariants. SIGMETRICS Perform Eval Rev 24(1):126\u2013137","journal-title":"SIGMETRICS Perform Eval Rev"},{"key":"209_CR5","doi-asserted-by":"crossref","unstructured":"Barford P, Bestavros A, Bradley A, Crovella M (1999) Changes in Web client access patterns: characteristics and caching implications. In: Proceedings of international conference on World Wide Web (WWW), pp 15\u201328","DOI":"10.1023\/A:1019236319752"},{"key":"209_CR6","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1145\/277851.277897","volume":"26","author":"P Barford","year":"1998","unstructured":"Barford P, Crovella M (1998) Generating representative web workloads for network and server performance evaluation. ACM SIGMETRICS Jt Intern Conf Measure Model Comput Syst 26:151\u2013160","journal-title":"ACM SIGMETRICS Jt Intern Conf Measure Model Comput Syst"},{"key":"209_CR7","unstructured":"Benevenuto F, Duarte F, Almeida V, Almeida J (2005) Web Cache replacement policies: properties, limitations and implications. In: Proceedings of Latin American Web Congress (La-Web)"},{"issue":"2","key":"209_CR8","first-page":"115","volume":"1","author":"F Benevenuto","year":"2010","unstructured":"Benevenuto F, Pereira A, Rodrigues T, Almeida V, Almeida J, Gontalves M (2010) Characterization and analysis of user profiles in online video sharing systems. J Info Data Manag 1(2):115\u2013129","journal-title":"J Info Data Manag"},{"key":"209_CR9","doi-asserted-by":"crossref","unstructured":"Benevenuto F, Rodrigues T, Cha M, Almeida V (2009) Characterizing user behavior in online social networks. In: ACM SIGCOMM conference on Internet measurement conference (IMC), pp 49\u201362","DOI":"10.1145\/1644893.1644900"},{"issue":"15","key":"209_CR10","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ins.2011.12.009","volume":"195","author":"F Benevenuto","year":"2012","unstructured":"Benevenuto F, Rodrigues T, Cha M, Almeida V (2012) Characterizing user navigation and interactions in online social networks. Inform Sci 195(15):1\u201324","journal-title":"Inform Sci"},{"key":"209_CR11","unstructured":"Carrera D, Gavalda R, Torres J, Ayguade E (2010) Characterization of workload and resource consumption for an online travel and booking site. In: Proceedings of IEEE international symposium on workload characterization (IISWC), pp 1\u201310"},{"key":"209_CR12","doi-asserted-by":"crossref","unstructured":"Cha M, Kwak H, Rodriguez P, Ahn Y, Moon S (2007) I Tube, You Tube, Everybody Tubes: analyzing the world\u2019s largest user generated content video system. In: ACM Internet Measurement Conference","DOI":"10.1145\/1298306.1298309"},{"key":"209_CR13","doi-asserted-by":"crossref","unstructured":"Cho E, Myers S, Leskovec J (2011) Friendship and mobility: user movement in location-based social networks. In: ACM SIGKDD international conference on knowledge discovery and data mining (KDD), pp 1082\u20131090","DOI":"10.1145\/2020408.2020579"},{"key":"209_CR14","doi-asserted-by":"crossref","unstructured":"Comarela G, Crovella M, Almeida V, Benevenuto F (2012) Understanding factors that affect response rates in twitter. In: Proceedings of the ACM conference on hypertext and social media (HT), pp 123\u2013132","DOI":"10.1145\/2309996.2310017"},{"key":"209_CR15","unstructured":"Inc. comScore (2011) Nearly 1 in 5 smartphone owners access check-in services via their mobile device. http:\/\/bit.ly\/mgaCIG"},{"key":"209_CR16","doi-asserted-by":"crossref","unstructured":"Costa C, Cunha I, Vieira A, Ramos C, Rocha M, Almeida J, Ribeiro-Neto B (2004) Analyzing client interactivity in streaming media. In: World Wide Web Conference (WWW), pp 534\u2013543","DOI":"10.1145\/988672.988744"},{"key":"209_CR17","unstructured":"Duarte F, Mattos B, Bestavros A, Almeida V, Almeida J (2007) Traffic characteristics and communication patterns in blogosphere. In Proceedings international conference on weblogs and social media (ICWSM)"},{"key":"209_CR18","unstructured":"Erramillia V, Yanga X, Rodriguez P (2012) Explore what-if scenarios with song: social network write generator. http:\/\/arxiv.org\/abs\/1102.0699"},{"issue":"3","key":"209_CR22","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1109\/90.851975","volume":"8","author":"L Fan","year":"2000","unstructured":"Fan L, Cao P, Almeida J, Broder A (2000) Summary cache: a scalable wide-area web cache sharing protocol. IEEE \/ ACM Trans Netw 8(3):281\u2013293","journal-title":"IEEE \/ ACM Trans Netw"},{"key":"209_CR23","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1145\/1273445.1273460","volume":"37","author":"A Gavras","year":"2007","unstructured":"Gavras A, Karila A, Fdida S, May M, Potts M (2007) Future internet research and experimentation: the fire initiative. SIGCOMM Comput Commun Rev 37:89\u201392","journal-title":"SIGCOMM Comput Commun Rev"},{"key":"209_CR24","doi-asserted-by":"crossref","unstructured":"Gill P, Arlitt M, Li Z, Mahanti A (2007) Youtube traffic characterization: a view from the edge. In: ACM SIGCOMM conference on internet measurement (IMC)","DOI":"10.1145\/1298306.1298310"},{"key":"209_CR25","doi-asserted-by":"crossref","unstructured":"Gill P, Arlitt M, Li Z, Mahanti A (2008) Characterizing user sessions on youtube, In: IEEE Multimedia Computing and Networking (MMCN)","DOI":"10.1117\/12.775130"},{"key":"209_CR26","doi-asserted-by":"crossref","unstructured":"Khan A, Yan X, Shu T, Anerousis N (2012) Workload characterization and prediction in the cloud: a multiple time series approach. In: IEEE network operations and management symposium (NOMS), pp 1287\u20131294","DOI":"10.1109\/NOMS.2012.6212065"},{"key":"209_CR27","doi-asserted-by":"crossref","first-page":"868","DOI":"10.1109\/TSE.2006.106","volume":"32","author":"D Krishnamurthy","year":"2006","unstructured":"Krishnamurthy D, Rolia J, Majumdar S (2006) A synthetic workload generation technique for stress testing session-based systems. IEEE Trans Softw Eng 32:868\u2013882","journal-title":"IEEE Trans Softw Eng"},{"key":"209_CR20","unstructured":"Key Facts (2012) Facebook Newsroom. http:\/\/newsroom.fb.com\/Key-Facts"},{"key":"209_CR28","volume-title":"Scaling for E business: technologies, models, performance, and capacity planning","author":"D Menasc\u00e9","year":"2000","unstructured":"Menasc\u00e9 D, Almeida V (2000) Scaling for E business: technologies, models, performance, and capacity planning. Prentice Hall PTR, Upper Saddle River"},{"key":"209_CR29","doi-asserted-by":"crossref","unstructured":"Menasc\u00e9 D, Almeida V, Fonseca R, Mendes M (1999) A methodology for workload characterization of e-commerce sites. In: ACM conference on electronic commerce (EC)","DOI":"10.1145\/336992.337024"},{"key":"209_CR19","unstructured":"Needle in a Haystack (2009) Efficient storage of Billions of Photos, Facebook Engineering Notes, http:\/\/tinyurl.com\/cju2og"},{"key":"209_CR30","unstructured":"Noulas A, Mascolo C, Scellato S, Pontil M (2011) Exploiting semantic annotations for clustering geographic areas and users in location-based social networks. SMW 2011"},{"key":"209_CR31","unstructured":"Noulas A, Scellato S, Mascolo C, Pontil M (2011) An empirical study of geographic user activity patterns in foursquare. In: International conference on weblogs and social media"},{"key":"209_CR32","doi-asserted-by":"crossref","unstructured":"Oke Ad, Bunt R (2002) Hierarchical workload characterization for a busy web server. In: International conference on computer performance evaluation, modelling techniques and tools (TOOLS)","DOI":"10.1007\/3-540-46029-2_23"},{"key":"209_CR33","unstructured":"Pereira A, Silva L, Meira Jr W (2006) Evaluating the impact of reactive workloads on the performance of web applications. In: Proceedings of the 25th IEEE international performance, computing, and communications ccnference (IPCCC), Phoenix, Arizona, IEEE CS"},{"key":"209_CR34","doi-asserted-by":"crossref","unstructured":"Rodrigues T, Benevenuto F, Cha M, Gummadi K, Almeida V (2011) On word-of-mouth based discovery of the web. In: ACM SIGCOMM internet measurement conference (IMC), pp 381\u2013393","DOI":"10.1145\/2068816.2068852"},{"key":"209_CR35","doi-asserted-by":"crossref","unstructured":"Scellato S (2011) Beyond the social web: the geo-social revolution. SIGWEB Newslett, pp 5:1\u20135:5","DOI":"10.1145\/2020936.2020941"},{"key":"209_CR36","doi-asserted-by":"crossref","unstructured":"Scellato S, Mascolo C, Musolesi M, Crowcroft J (2011) Track globally, deliver locally: Improving content delivery networks by tracking geographic social cascades. In: Proceedings of international conference on world wide web (WWW), pp 457\u2013466","DOI":"10.1145\/1963405.1963471"},{"key":"209_CR37","doi-asserted-by":"crossref","unstructured":"Schneider F, Feldmann A, Krishnamurthy B, Willinger W (2009) Understanding online social network usage from a network perspective. In: ACM SIGCOMM Internet Measurement Conference (IMC), pp 35\u201348","DOI":"10.1145\/1644893.1644899"},{"key":"209_CR38","unstructured":"Vasconcelos M, Ricci S, Almeida J, Benevenuto F, Almeida V (2012) Caracterizacpo e influOncia do uso de tips e dones no foursquare. In: Simp=sio Brasileiro de Redes de Computadores e Sistemas Distribufdos (SBRC)"},{"key":"209_CR39","doi-asserted-by":"crossref","unstructured":"Vasconcelos M, Ricci S, Almeida J, Benevenuto F, Almeida V (2012) Tips, dones and to-dos: uncovering user profiles in foursquare. In: ACM international conference of web search and data mining (WSDM)","DOI":"10.1145\/2124295.2124372"},{"issue":"1","key":"209_CR40","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1109\/TNET.2005.863709","volume":"14","author":"E Veloso","year":"2006","unstructured":"Veloso E, Almeida V, Meira W Jr, Bestavros A, Jin S (2006) A hierarchical characterization of a live streaming media workload. IEEE\/ACM Trans Netw 14(1):133\u2013146","journal-title":"IEEE\/ACM Trans Netw"},{"issue":"9","key":"209_CR42","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1145\/505696.505701","volume":"25","author":"J Wang","year":"1999","unstructured":"Wang J (1999) A survey of web caching schemes for the internet. ACM Comput Commun Rev 25(9):36\u201346","journal-title":"ACM Comput Commun Rev"},{"key":"209_CR43","doi-asserted-by":"crossref","unstructured":"Wittie M, Pejovic V, Deek L, Almeroth K, Zhao B (2010) Exploiting locality of interest in online social networks. In: Proceedings of ACM international conference on emerging networking experiments and technologies (CoNEXT), pp 1\u201312","DOI":"10.1145\/1921168.1921201"},{"key":"209_CR44","doi-asserted-by":"crossref","unstructured":"Xi H, Zhan J, Jia Z, Hong X, Wang L, Zhang L, Sun N, Lu G (2011) Characterization of real workloads of web search engines. In: Proceedings of IEEE international symposium on workload characterization (IISWC), pp 15\u201325","DOI":"10.1109\/IISWC.2011.6114193"},{"key":"209_CR21","unstructured":"YouTube Fact Sheet (2011) http:\/\/www.youtube.com\/t\/fact_sheet Acessado em Dezembro\/2012"}],"container-title":["Social Network Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-014-0209-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13278-014-0209-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-014-0209-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T22:40:29Z","timestamp":1716849629000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13278-014-0209-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,6,21]]},"references-count":43,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2014,12]]}},"alternative-id":["209"],"URL":"https:\/\/doi.org\/10.1007\/s13278-014-0209-1","relation":{},"ISSN":["1869-5450","1869-5469"],"issn-type":[{"value":"1869-5450","type":"print"},{"value":"1869-5469","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,6,21]]},"article-number":"209"}}