{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T23:56:25Z","timestamp":1772063785406,"version":"3.50.1"},"reference-count":104,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1109\/bigdata.2016.7840792","type":"proceedings-article","created":{"date-parts":[[2017,2,7]],"date-time":"2017-02-07T16:46:59Z","timestamp":1486486019000},"page":"1768-1777","source":"Crossref","is-referenced-by-count":23,"title":["A survey on semantic Web and big data technologies for social network analysis"],"prefix":"10.1109","author":[{"given":"Sercan","family":"Kulcu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Erdogan","family":"Dogdu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A. Murat","family":"Ozbayoglu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"153","article-title":"Big data analytics: A framework for unstructured data analysis","volume":"5","author":"das","year":"2013","journal-title":"International Journal of Engineering Science & Technology"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/WI-IAT.2011.98"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.Congress.2013.56"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2013.6544833"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSACW.2013.48"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICET.2013.6743548"},{"key":"ref37","first-page":"1138","article-title":"Linking social networks on the web with foaf: A semantic web case study","author":"golbeck","year":"2008","journal-title":"Proceedings of the 23rd National Conference on Artificial Intelligence-Volume 2 ser AAAI'08 AAAI Press"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3233\/SW-160217"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2016.01.015"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"77","DOI":"10.3233\/SW-2012-0082","article-title":"An architecture of a distributed semantic social network","volume":"5","author":"tramp","year":"2014","journal-title":"Semantic Web"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/WI.2004.10039"},{"key":"ref27","article-title":"A state of the art on social network analysis and its applications on a semantic web","author":"er\u00e9t\u00e9o","year":"2008","journal-title":"SDoW2008"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/KST.2012.6287736"},{"key":"ref20","first-page":"50","article-title":"Triplerush: A fast and scalable triple store","author":"stutz","year":"2013","journal-title":"Proceedings of the 9th InternationalConference on Scalable Semantic Web Knowledge Base Systems-Volume 1046"},{"key":"ref22","article-title":"Foaf vocabulary specification 0.98","volume":"9","author":"brickley","year":"2012","journal-title":"Namespace Document"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.4018\/jswis.2009040101"},{"key":"ref24","first-page":"180","article-title":"Analysis of a real online social network using semantic web frameworks","author":"er\u00e9t\u00e9o","year":"2009","journal-title":"International Semantic Web Conference"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2013.05.001"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21064-8_4"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/SITA.2015.7358438"},{"key":"ref100","first-page":"633","article-title":"Hadooprdf: A scalable semantic data analytical engine","author":"du","year":"2012","journal-title":"International Conference on Intelligent Computing"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CIST.2014.7016595"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/BigDataService.2015.11"},{"key":"ref51","article-title":"On the evaluation of rdf distribution algorithms implemented over apache spark","author":"cur\u00e9","year":"2015","journal-title":"arXiv preprint arXiv 1507 02321"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/1807167.1807184"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/2491159.2491169"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/BigDataCongress.2015.15"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/RAECS.2015.7453400"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-0043-8_13"},{"key":"ref54","first-page":"1","article-title":"Dryadlinq: A system for general-purpose distributed data-parallel computing using a high-level language","volume":"8","author":"yu","year":"2008","journal-title":"OSDI"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CLUSTER.2016.22"},{"key":"ref52","article-title":"Haqwa: a hash-based and query workload aware distributed rdf store","author":"cure","year":"2015","journal-title":"Poster Session ISWC"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2013.100"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557111"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICSC.2012.52"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1177\/0165551515588669"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1298306.1298311"},{"key":"ref8","first-page":"293","article-title":"Representing, querying and transforming social networks with rdf\/spargl","author":"san mart\u00edn","year":"2009","journal-title":"European Semantic Web Conference"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-19548-3_23"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2015.08.005"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3233\/SW-160218"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2012.149"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.14778\/2536222.2536239"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/2484425.2484427"},{"key":"ref47","article-title":"Gradoop: Scalable graph data management and analytics with hadoop","author":"junghanns","year":"2015","journal-title":"arXiv preprint arXiv 1506 01070"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2094114.2094118"},{"key":"ref41","first-page":"61","article-title":"Social network analysis with content and graphs","volume":"20","author":"campbell","year":"2013","journal-title":"Lincoln Laboratory Journal"},{"key":"ref44","article-title":"Cliquesquare: efficient hadoop-based rdf query processing","author":"goasdou\u00e9","year":"2013","journal-title":"BDA'13-Journ&#x00E9;es de Bases de Donn&#x00E9;es Avanc&#x00E9;es"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2488388.2488433"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1145\/1773912.1773922"},{"key":"ref72","first-page":"29","article-title":"On characterizing the performance of distributed graph computation platforms","author":"barnawi","year":"2014","journal-title":"TPC Technology Conference on Performance Evaluation and Benchmarking"},{"key":"ref71","doi-asserted-by":"crossref","first-page":"939","DOI":"10.1007\/s00778-014-0357-y","article-title":"The stratosphere platform for big data analytics","volume":"23","author":"alexandrov","year":"2014","journal-title":"The VLDB Journal"},{"key":"ref70","first-page":"7","article-title":"Graphalytics: A big data benchmark for graph-processing platforms","author":"capot?","year":"2015","journal-title":"Proceedings of the GRADES'15"},{"key":"ref76","first-page":"271","article-title":"Using neo4j graph database in social network analysis","volume":"33","author":"warcha?","year":"2012","journal-title":"Studia Informatica"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW.2011.5767616"},{"key":"ref74","first-page":"30","article-title":"Cumulusrdf: linked data management on nested key-value stores","author":"ladwig","year":"2011","journal-title":"The 7th InternationalWorkshop on Scalable Semantic Web Knowledge Base Systems (SSWS 2011)"},{"key":"ref75","article-title":"The graph traversal pattern","author":"rodriguez","year":"2010","journal-title":"arXiv preprint arXiv 1004 1001"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-16720-1_3"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/ICACCI.2015.7275708"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CloudCom.2010.17"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/1851476.1851593"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2467799"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.14778\/1920841.1920881"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2014.10.008"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-015-0472-6"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.14778\/2732977.2732980"},{"key":"ref67","article-title":"Graphlab: A new framework for parallel machine learning","author":"low","year":"2014","journal-title":"arXiv preprint arXiv 1408 2041"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2014.49"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2005.05.006"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/ISPASS.2015.7095783"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW.2015.7129544"},{"key":"ref95","first-page":"249","article-title":"Rdfchain: chain centric storage for scalable join processing of rdf graphs using mapreduce and hbase","author":"choi","year":"2013","journal-title":"Proceedings of the 2013th InternationalConference on Posters & Demonstrations Track-Volume 1035"},{"key":"ref94","first-page":"279","article-title":"Sparqling pig-processing linked data with pig latin","author":"hagedorn","year":"2015","journal-title":"BTW"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1145\/1999299.1999303"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1145\/2347673.2347677"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-43946-4_25"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.109"},{"key":"ref90","article-title":"S2rdf: Rdf querying with sparql on spark","author":"sch\u00e4tzle","year":"2015","journal-title":"arXiv preprint arXiv 1512 00327"},{"key":"ref103","first-page":"11","article-title":"Rdf on cloud number nine","author":"stein","year":"2010","journal-title":"4th Workshop on New Forms of Reasoning for the Semantic Web Scalable and Dynamic"},{"key":"ref102","first-page":"474","article-title":"Hadoopsparql: a hadoop-based engine for multiple sparql query answering","author":"liu","year":"2012","journal-title":"Extended Semantic Web Conference"},{"key":"ref98","doi-asserted-by":"crossref","first-page":"1123","DOI":"10.14778\/3402707.3402747","article-title":"Scalable sparql querying of large rdf graphs","volume":"4","author":"huang","year":"2011","journal-title":"Proceedings of the VLDB Endowment"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.14778\/2556549.2556571"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1145\/2588555.2594535"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1145\/1940747.1940751"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CCAA.2015.7148480"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2012.179"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.11.010"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-25007-6_1"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-25007-6_2"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-25007-6_4"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.14778\/1453856.1453965"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2015.23096"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-25010-6_1"},{"key":"ref81","first-page":"5r","article-title":"Snql: A social networks query and transformation language","volume":"5","author":"san martin","year":"2011","journal-title":"Cities"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2013.6544856"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2015.7113320"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2588555.2610511"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1145\/2501654.2501661"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1145\/1376616.1376660"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46547-0_9"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2788601"},{"key":"ref86","first-page":"29","article-title":"Querying distributed rdf graphs: The effects of partitioning","author":"potter","year":"2014","journal-title":"10th InternationalWorkshop on Scalable Semantic Web Knowledge Base Systems (SSWS 2014)"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.14778\/2535570.2488333"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1145\/2351316.2351327"}],"event":{"name":"2016 IEEE International Conference on Big Data (Big Data)","location":"Washington DC,USA","start":{"date-parts":[[2016,12,5]]},"end":{"date-parts":[[2016,12,8]]}},"container-title":["2016 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7818133\/7840573\/07840792.pdf?arnumber=7840792","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T21:38:11Z","timestamp":1601588291000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7840792\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12]]},"references-count":104,"URL":"https:\/\/doi.org\/10.1109\/bigdata.2016.7840792","relation":{},"subject":[],"published":{"date-parts":[[2016,12]]}}}