{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,7,7]],"date-time":"2024-07-07T01:30:22Z","timestamp":1720315822775},"reference-count":66,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2016,4,1]],"date-time":"2016-04-01T00:00:00Z","timestamp":1459468800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2016,12,16]],"date-time":"2016-12-16T00:00:00Z","timestamp":1481846400000},"content-version":"am","delay-in-days":259,"URL":"http:\/\/www.elsevier.com\/open-access\/userlicense\/1.0\/"}],"funder":[{"DOI":"10.13039\/100000993","name":"UT-Battelle, LLC","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000993","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy","doi-asserted-by":"publisher","award":["DE-AC05-00OR22725"],"id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Expert Systems with Applications"],"published-print":{"date-parts":[[2016,4]]},"DOI":"10.1016\/j.eswa.2015.11.010","type":"journal-article","created":{"date-parts":[[2015,11,27]],"date-time":"2015-11-27T01:16:13Z","timestamp":1448586973000},"page":"9-25","update-policy":"http:\/\/dx.doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":9,"special_numbering":"C","title":["Enabling graph mining in RDF triplestores using SPARQL for holistic in-situ graph analysis"],"prefix":"10.1016","volume":"48","author":[{"given":"Sangkeun","family":"Lee","sequence":"first","affiliation":[]},{"given":"Sreenivas R.","family":"Sukumar","sequence":"additional","affiliation":[]},{"given":"Seokyong","family":"Hong","sequence":"additional","affiliation":[]},{"given":"Seung-Hwan","family":"Lim","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.eswa.2015.11.010_sbref0001","series-title":"Allegro graph: RDF triple database","author":"Aasman","year":"2006"},{"issue":"12","key":"10.1016\/j.eswa.2015.11.010_bib0002","doi-asserted-by":"crossref","DOI":"10.14778\/2824032.2824091","article-title":"Spartex: A vertex-centric framework for RDF data analytics","volume":"8","author":"Abdelaziz","year":"2015","journal-title":"Proceedings of the VLDB Endowment"},{"key":"10.1016\/j.eswa.2015.11.010_bib0003","series-title":"Semweb","article-title":"The ICS-forth RDFsuite: Managing voluminous RDF description bases","author":"Alexaki","year":"2001"},{"key":"10.1016\/j.eswa.2015.11.010_bib0004","article-title":"Giraph: Large-scale graph processing infrastructure on hadoop","author":"Avery","year":"2011","journal-title":"Proceedings of the Hadoop Summit. Santa Clara, USA"},{"issue":"2","key":"10.1016\/j.eswa.2015.11.010_bib0005","doi-asserted-by":"crossref","first-page":"890","DOI":"10.1137\/050643799","article-title":"Monte carlo methods in pagerank computation: When one iteration is sufficient","volume":"45","author":"Avrachenkov","year":"2007","journal-title":"SIAM Journal on Numerical Analysis"},{"key":"10.1016\/j.eswa.2015.11.010_bib0006","series-title":"Proceedings of the thirteenth annual ACM-siam symposium on discrete algorithms","first-page":"623","article-title":"Reductions in streaming algorithms, with an application to counting triangles in graphs","author":"Bar-Yossef","year":"2002"},{"issue":"5439","key":"10.1016\/j.eswa.2015.11.010_bib0007","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1126\/science.286.5439.509","article-title":"Emergence of scaling in random networks","volume":"286","author":"Barab\u00e1si","year":"1999","journal-title":"Science"},{"issue":"1","key":"10.1016\/j.eswa.2015.11.010_bib0008","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/S0378-4371(00)00018-2","article-title":"Scale-free characteristics of random networks: The topology of the world-wide web","volume":"281","author":"Barab\u00e1si","year":"2000","journal-title":"Physica A: Statistical Mechanics and its Applications"},{"issue":"2","key":"10.1016\/j.eswa.2015.11.010_bib0009","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1038\/nrg1272","article-title":"Network biology: understanding the cell\u2019s functional organization","volume":"5","author":"Barabasi","year":"2004","journal-title":"Nature Reviews Genetics"},{"key":"10.1016\/j.eswa.2015.11.010_bib0010","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1609\/icwsm.v3i1.13937","article-title":"Gephi: an open source software for exploring and manipulating networks","volume":"8","author":"Bastian","year":"2009","journal-title":"ICWSM"},{"key":"10.1016\/j.eswa.2015.11.010_bib0011","doi-asserted-by":"crossref","unstructured":"Bikakis, N., Liagouris, J., Krommyda, M., Papastefanatos, G. Sellis, T. (2015). Towards scalable visual exploration of very large RDF graphs, Proceedings of the 12th Extented Semantic Web Conference, 2015.","DOI":"10.1007\/978-3-319-25639-9_2"},{"key":"10.1016\/j.eswa.2015.11.010_bib0012","series-title":"Graph markup language (GraphML)","author":"Brandes","year":"2010"},{"key":"10.1016\/j.eswa.2015.11.010_bib0013","series-title":"Proceedings of the International Semantic Web Conference","first-page":"54","article-title":"Sesame: A generic architecture for storing and querying RDF and RDF schema","author":"Broekstra","year":"2002"},{"issue":"25","key":"10.1016\/j.eswa.2015.11.010_bib0014","doi-asserted-by":"crossref","first-page":"5468","DOI":"10.1103\/PhysRevLett.85.5468","article-title":"Network robustness and fragility: Percolation on random graphs","volume":"85","author":"Callaway","year":"2000","journal-title":"Physical review letters"},{"key":"10.1016\/j.eswa.2015.11.010_bib0015","series-title":"Proceedings of the 14th international conference on world wide web","first-page":"613","article-title":"Named graphs, provenance and trust","author":"Carroll","year":"2005"},{"issue":"1","key":"10.1016\/j.eswa.2015.11.010_bib0016","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1145\/248603.248616","article-title":"An overview of data warehousing and olap technology","volume":"26","author":"Chaudhuri","year":"1997","journal-title":"ACM Sigmod record"},{"key":"10.1016\/j.eswa.2015.11.010_bib0017","series-title":"Proceedings of the ninth ACM SIGACT-SIGMOD-SIGART symposium on principles of database systems","first-page":"404","article-title":"Graphlog: a visual formalism for real life recursion","author":"Consens","year":"1990"},{"issue":"5","key":"10.1016\/j.eswa.2015.11.010_bib0018","first-page":"1","article-title":"The igraph software package for complex network research","volume":"1695","author":"Csardi","year":"2006","journal-title":"International Journal, Complex Systems"},{"issue":"3","key":"10.1016\/j.eswa.2015.11.010_bib0019","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1155\/2005\/128026","article-title":"Pegasus: A framework for mapping complex scientific workflows onto distributed systems","volume":"13","author":"Deelman","year":"2005","journal-title":"Scientific Programming"},{"issue":"9","key":"10.1016\/j.eswa.2015.11.010_bib0020","doi-asserted-by":"crossref","first-page":"5825","DOI":"10.1073\/pnas.032093399","article-title":"Curvature of co-links uncovers hidden thematic layers in the world wide web","volume":"99","author":"Eckmann","year":"2002","journal-title":"Proceedings of the national academy of sciences"},{"key":"10.1016\/j.eswa.2015.11.010_bib0021","series-title":"The 7th international semantic web conference","first-page":"13","article-title":"A state of the art on social network analysis and its applications on a semantic web","author":"Er\u00e9t\u00e9o","year":"2008"},{"key":"10.1016\/j.eswa.2015.11.010_bib0022","series-title":"Proceedings of the WebSci\u201909: Society On-Line","first-page":"18","article-title":"Semantic social network, analysis","author":"Er\u00e9t\u00e9o","year":"2009"},{"key":"10.1016\/j.eswa.2015.11.010_bib0023","series-title":"Networked knowledge-networked media","first-page":"7","article-title":"Rdf support in the virtuoso dbms","author":"Erling","year":"2009"},{"key":"10.1016\/j.eswa.2015.11.010_bib0024","series-title":"Proceedings of the conference on applications, technologies, architectures, and protocols for computer communication","article-title":"On power-law relationships of the internet topology","author":"Faloutsos","year":"1999"},{"issue":"12","key":"10.1016\/j.eswa.2015.11.010_bib0025","doi-asserted-by":"crossref","first-page":"e28782","DOI":"10.1371\/journal.pone.0028782","article-title":"Prokino: an ontology for integrative analysis of protein kinases in cancer","volume":"6","author":"Gosal","year":"2011","journal-title":"PloS one"},{"key":"10.1016\/j.eswa.2015.11.010_bib0026","article-title":"Gexf file format","author":"Group","year":"2007","journal-title":"Gephi Community project"},{"key":"10.1016\/j.eswa.2015.11.010_bib0027","series-title":"Proceedings of the 2014 acm sigmod international conference on management of data","first-page":"289","article-title":"Triad: A distributed shared-nothing RDF engine based on asynchronous message passing","author":"Gurajada","year":"2014"},{"key":"10.1016\/j.eswa.2015.11.010_bib0028","unstructured":"Hagberg, A., Schult, D., Swart, P., Conway, D., S\u00e9guin-Charbonneau, L., Ellison, C., et al. (2004). Networkx. high productivity software for complex networks. https:\/\/networkx.lanl.gov\/wiki (accessed on 12\/02\/2015)."},{"issue":"1","key":"10.1016\/j.eswa.2015.11.010_bib0029","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1016\/0378-8733(94)00248-9","article-title":"Eccentricity and centrality in networks","volume":"17","author":"Hage","year":"1995","journal-title":"Social networks"},{"key":"10.1016\/j.eswa.2015.11.010_bib0030","series-title":"5th international workshop on scalable semantic web knowledge base systems (SSWS 2009)","first-page":"94","article-title":"4store: The design and implementation of a clustered RDF store","author":"Harris","year":"2009"},{"key":"10.1016\/j.eswa.2015.11.010_bib0031","series-title":"YARS2: A federated repository for querying graph structured data from the web","author":"Harth","year":"2007"},{"key":"10.1016\/j.eswa.2015.11.010_bib0032","series-title":"Semantic multimedia","first-page":"182","article-title":"Relfinder: Revealing relationships in RDF knowledge bases","author":"Heim","year":"2009"},{"key":"10.1016\/j.eswa.2015.11.010_bib0033","series-title":"The semantic web: Research and applications","first-page":"303","article-title":"Interactive relationship discovery via the semantic web","author":"Heim","year":"2010"},{"key":"10.1016\/j.eswa.2015.11.010_bib0034","series-title":"drug discovery and healthcare","article-title":"Applications of the YARCDATA URIKA","author":"Henschel","year":"2014"},{"key":"10.1016\/j.eswa.2015.11.010_bib0035","series-title":"Proceedings of the joint EDBT\/ICDT 2013 workshops","first-page":"195","article-title":"Performance of graph query languages: comparison of cypher, gremlin and native access in neo4j","author":"Holzschuher","year":"2013"},{"key":"10.1016\/j.eswa.2015.11.010_bib0036","series-title":"Proceedings of the 2015 IEEE super computing","article-title":"Benchmarking high performance graph analysis systems with graph mining and pattern matching workloads","author":"Hong","year":"2015"},{"issue":"11","key":"10.1016\/j.eswa.2015.11.010_bib0037","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":"10.1016\/j.eswa.2015.11.010_bib0038","unstructured":"Jena, A. (2007). Semantic web framework for java. https:\/\/jena.apache.org (accessed 12\/02\/2015)."},{"key":"10.1016\/j.eswa.2015.11.010_bib0039","series-title":"Proceedings of the IEEE international conference on Data mining (ICDM\u201909)","first-page":"229","article-title":"Pegasus: A peta-scale graph mining system implementation and observations","author":"Kang","year":"2009"},{"key":"10.1016\/j.eswa.2015.11.010_bib0040","series-title":"Big data computing service and applications (bigdataservice), 2015 IEEE first international conference on","first-page":"294","article-title":"Table2graph: A scalable graph construction from relational tables using map-reduce","author":"Lee","year":"2015"},{"key":"10.1016\/j.eswa.2015.11.010_bib0041","series-title":"Proceedings of the workshop on data engineering meets the semantic web in conjunction with international conference on data engineering","article-title":"Graph mining meets the semantic web","author":"Lee","year":"2015"},{"key":"10.1016\/j.eswa.2015.11.010_bib0042","unstructured":"Leskovec, J. Krevl, A. (2014). SNAP Datasets: Stanford largenetwork dataset collection. http:\/\/snap.stanford.edu\/data (accessed on 12\/02\/2015)."},{"key":"10.1016\/j.eswa.2015.11.010_bib0043","unstructured":"Leskovec, J. Sosi\u010d, R. (2014). SNAP: A general purpose network analysis and graph mining library in C++. http:\/\/snap.stanford.edu\/snap\/ (accessed 12\/02\/2015)."},{"key":"10.1016\/j.eswa.2015.11.010_bib0044","series-title":"Proceedings of the 2015 IEEE international symposium on performance analysis of systems and software","article-title":"Graph processing platforms at scale: Practices and experiences","author":"Lim","year":"2015"},{"issue":"2","key":"10.1016\/j.eswa.2015.11.010_bib0045","first-page":"56","article-title":"Using semantic web technologies in heterogeneous distributed database system: A case study for managing energy data on mobile devices","volume":"4","author":"Liu","year":"2014","journal-title":"International Journal of New Computer Architectures and their Applications (IJNCAA)"},{"key":"10.1016\/j.eswa.2015.11.010_bib0046","series-title":"Proceedings of the 2010 ACM SIGMOD international conference on management of data","first-page":"135","article-title":"Pregel: a system for large-scale graph processing","author":"Malewicz","year":"2010"},{"key":"10.1016\/j.eswa.2015.11.010_bib0047","series-title":"Proceedings of the sixteenth ACM conference on conference on information and knowledge management","first-page":"573","article-title":"Dex: high-performance exploration on large graphs for information retrieval","author":"Mart\u00ednez-Bazan","year":"2007"},{"key":"10.1016\/j.eswa.2015.11.010_bib0048","series-title":"Proceedings of the first workshop on parallel programming for analytics applications","first-page":"11","article-title":"A performance evaluation of open source graph databases","author":"McColl","year":"2014"},{"key":"10.1016\/j.eswa.2015.11.010_bib0049","unstructured":"Page, L., Brin, S., Motwani, R. Winograd, T. (1999). The PageRank citation ranking: bringing order to the web, Technical report, Stanford Digital Library Technologies Project, 1998."},{"key":"10.1016\/j.eswa.2015.11.010_bib0050","series-title":"Proceedings of the 2014 ACM SIGMOD international conference on management of data","article-title":"Scalable big graph processing in mapreduce","author":"Qin","year":"2014"},{"key":"10.1016\/j.eswa.2015.11.010_bib0051","series-title":"Graph databases","author":"Robinson","year":"2013"},{"key":"10.1016\/j.eswa.2015.11.010_bib0052","first-page":"r5","article-title":"SNQL: A social networks query and transformation language","volume":"5","author":"San Mart\u0131n","year":"2011","journal-title":"cities"},{"key":"10.1016\/j.eswa.2015.11.010_bib0053","series-title":"An experimental comparison of RDF data management approaches in a SPARQL benchmark scenario","author":"Schmidt","year":"2008"},{"key":"10.1016\/j.eswa.2015.11.010_bib0054","series-title":"Proceedings of the 2012 ACM SIGMOD international conference on management of data","first-page":"589","article-title":"Managing and mining large graphs: systems and implementations","author":"Shao","year":"2012"},{"key":"10.1016\/j.eswa.2015.11.010_bib0055","series-title":"Mass storage systems and technologies (MSST), 2010 IEEE 26th symposium on","first-page":"1","article-title":"The hadoop distributed file system","author":"Shvachko","year":"2010"},{"key":"10.1016\/j.eswa.2015.11.010_bib0056","article-title":"Mining large heterogeneous graphs using crays urika","author":"Sukumar","year":"2013","journal-title":"2013 ORNL Computational Data Analytics Workshop"},{"key":"10.1016\/j.eswa.2015.11.010_bib0057","series-title":"Advanced computer theory and engineering (ICACTE), 2010 3rd international conference on","first-page":"V1","article-title":"Scalable RDF store based on hbase and mapreduce","volume":"vol. 1","author":"Sun","year":"2010"},{"issue":"1","key":"10.1016\/j.eswa.2015.11.010_bib0058","doi-asserted-by":"crossref","first-page":"100","DOI":"10.3390\/a6010100","article-title":"Computing the eccentricity distribution of large graphs","volume":"6","author":"Takes","year":"2013","journal-title":"Algorithms"},{"key":"10.1016\/j.eswa.2015.11.010_bib0059","series-title":"Edbt\/icdt workshops","first-page":"216","article-title":"Implementing iterative algorithms with SPARQL","author":"Techentin","year":"2014"},{"key":"10.1016\/j.eswa.2015.11.010_bib0060","series-title":"Proceedings of the IEEE international conference on Data mining (ICDM\u201906), 2006","article-title":"Fast random walk with restart and its applications","author":"Tong","year":"2006"},{"key":"10.1016\/j.eswa.2015.11.010_bib0061","series-title":"Data mining, 2008. ICDM\u201908. eighth IEEE international conference on","first-page":"608","article-title":"Fast counting of triangles in large real networks without counting: Algorithms and laws","author":"Tsourakakis","year":"2008"},{"key":"10.1016\/j.eswa.2015.11.010_bib0062","series-title":"Proceedings of the 15th ACM SIGKDD international conference on knowledge discovery and data mining","first-page":"837","article-title":"Doulion: counting triangles in massive graphs with a coin","author":"Tsourakakis","year":"2009"},{"key":"10.1016\/j.eswa.2015.11.010_bib0063","doi-asserted-by":"crossref","first-page":"35","DOI":"10.9790\/3021-04263542","article-title":"Fast detection of connected components in large scale graphs using mapreduce","volume":"4","author":"Varamesh","year":"2014","journal-title":"IOSR Journal of Engineering"},{"key":"10.1016\/j.eswa.2015.11.010_bib0064","series-title":"First international workshop on graph data management experiences and systems","first-page":"2","article-title":"Graphx: A resilient distributed graph system on spark","author":"Xin","year":"2013"},{"key":"10.1016\/j.eswa.2015.11.010_sbref0058","series-title":"Proceedings of the 2nd usenix conference on hot topics in cloud computing","article-title":"Spark: cluster computing with working sets","author":"Zaharia","year":"2010"},{"key":"10.1016\/j.eswa.2015.11.010_bib0066","series-title":"Data engineering (ICDE), 2013 ieee 29th international conference on","first-page":"565","article-title":"Eagre: Towards scalable i\/o efficient sparql query evaluation on the cloud","author":"Zhang","year":"2013"}],"container-title":["Expert Systems with Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0957417415007708?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0957417415007708?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2023,7,21]],"date-time":"2023-07-21T22:44:23Z","timestamp":1689979463000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0957417415007708"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,4]]},"references-count":66,"alternative-id":["S0957417415007708"],"URL":"https:\/\/doi.org\/10.1016\/j.eswa.2015.11.010","relation":{},"ISSN":["0957-4174"],"issn-type":[{"value":"0957-4174","type":"print"}],"subject":[],"published":{"date-parts":[[2016,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Enabling graph mining in RDF triplestores using SPARQL for holistic in-situ graph analysis","name":"articletitle","label":"Article Title"},{"value":"Expert Systems with Applications","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.eswa.2015.11.010","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"Copyright \u00a9 2015 Elsevier Ltd. Published by Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}]}}
