中文    English

Agricultural Library and Information ›› 2019, Vol. 31 ›› Issue (3): 13-24.doi: 10.13998/j.cnki.issn1002-1248.2019.03.19-0367

• Special review • Previous Articles     Next Articles

Research on Subject Structure and Research Progress of Linked Data

ZHOU Yi, LIU Zheng, ZHANG Jianyong   

  1. National Science Library, Chinese Academy of Sciences, Beijing 100190, China
  • Received:2019-01-30 Online:2019-03-05 Published:2019-06-04

Abstract: [Purpose/Significance] This paper is intend to find out the subjects structure and research progress in the field of linked data by investigating the relevant research literature.[Method/Process] Several research methods were used to analyze the linked data research in Web of Science, such as bibliometric method and visualization method. We used Citespace as visualization tool to find out who is researching on linked data. Based on the life cycle of linked data, the subject structure and research progress of linked data are explored.[Result/Conclusion] The results show that Europe is the main area for linked data researching, and Tim Berners-Lee et al. have a deep influence in the field. At present, the research of linked data covers all aspects of its life cycle include generate and publish, optimization, evaluation and application. Meanwhile there are also some weak points, such as further research on promoting the publish of linked data with high quality, realizing automatic enrichment and linking of entities, and constructing comprehensive quality evaluation.

CLC Number: 

  • G202
[1] 大卫·伍德,玛莎·扎伊德曼,卢克·鲁思等著, 关联数据:万维网上的结构化数据[M].蒋楠,译.北京:人民邮电出版社,2018:3.
[2] Tim Berners-Lee.Linked data[EB/OL].[2019-01-25]. http://www.w3.org/DesignIssues/LinkedData.html.
[3] Bizer C,Lehmann J,Kobilarov G,et al.DBpedia-A Crystallization Point for the Web of Data[J].Social Science Electronic Publishing,2009,7(3):154-165.
[4] Ngomo A C N,Auer S, Lehmann J,et al.Introduction to Linked Data and Its Lifecycle on the Web[C]// Reasoning Web International Summer School.2014.
[5] Navas-Delgado I,Garcia-Godoy M J, Lopez-Camacho E, et al.kpath:integration of metabolic pathway linked data[J].Database,2015,2015:bav053-bav053.
[6] Boris Villazón-Terrazas,Luis. M.Vilches-Blázquez, Corcho O,et al.Methodological Guidelines for Publishing Government Linked Data[J].Linking government data.2011:27-49.
[7] David C, Kohlhase M, Lange C, et al.Publishing Math Lecture Notes as Linked Data[J].Lecture Notes in Computer Science,2012,6089:370-375.
[8] Atemezing, Ghislain,et al.Transforming meteorological data into linked data[J].Semantic Web.2013,4(3):285-290.
[9] Vilches-Blazquez L M, Corcho, óscar.[IEEE 2009 20th International Workshop on Database and Expert Systems Application-Linz,Austria (2009.08.31-2009.09.4)] 2009 20th International Workshop on Database and Expert Systems Application - A Heuristic Approach to Generate Good-Quality Linked Data about Hydrography[J].2009:99-103.
[10] Sabou,Marta,Irem Arsal,and Adrian MP Bra?oveanu. Tourmislod: A tourism linked data set[J].Semantic Web 2013,4(3):271-276.
[11] Chris D,Lizzy J,Lora A,et al.The Rijksmuseum collection as Linked Data[J].Semantic Web,2018,9(2):221-230.
[12] Schmachtenberg M,Bizer C,Paulheim H.Adoption of the Linked Data Best Practices in Different Topical Domains[J].2014:245-260.
[13] Nogales,Alberto,Miguel Angel Sicilia-Urban, and Elena García-Barriocanal.Measuring vocabulary use in the Linked Data Cloud[J].Online Information Review.2017,41(2):252-271.
[14] Groza T,Grimnes G A,Handschuh S,et al.From raw publications to Linked Data[J].Knowledge and Information Systems,2013,34(1):1-21.
[15] Eero Hyvonen, Tuominen J, Alonen M, et al.Linked Data Finland: A 7-star Model and Platform for Publishing and Re-using Linked Datasets[M]// The Semantic Web: ESWC 2014 Satellite Events. Springer International Publishing, 2014.
[16] 陈涛,张永娟,刘炜,朱庆华.关联数据发布的若干规范及建议[J].中国图书馆学报,2019,45(1):34~46.
[17] Bizer C,Cyganiak R.D2r server-publishing relational databases on the semantic web[C]// International Symposium on Wearable Computers.2003.
[18] Corlosquet S,Delbru R,Clark T,et al.Produce and Consume Linked Data with Drupal![C]//International Semantic Web Conference.2009.
[19] Corby O,Faronzucker C,Gandon F.A Generic RDF Transformation Software and its Application to an Online Translation Service for Common Languages of Linked Data[C]//International Semantic Web Conference on.Springer-Verlag New York,Inc.2015.
[20] Sukhobok D,Sukhobok D.Tabular Data Cleaning and Linked Data Generation with Grafterizer[J].2016:134-139.
[21] Heyvaert P,Dimou A,Herregodts A L,et al.RMLEditor:a graph-based mapping editor for linked data mappings[M]//The Semantic Web. Latest Advances and New Domains.Springer International Publishing,2016.
[22] ConverterToRdf[EB/OL].[2019-01-15].https://www.w3.org/wiki/ConverterToRdf.
[23] Subhashree S,Irny R,Kumar P S.Review of Approaches for Linked Data Ontology Enrichment[J].2018:27-49.
[24] Fleischhacker D,V?lker, Johanna,Stuckenschmidt H.Mining RDF Data for Property Axioms[J].2012:718-735.
[25] Barati M,Bai Q,Liu Q.Mining semantic association rules from RDF data[J].Knowledge-Based Systems,2017:183-196.
[26] Gerald T?pper,Knuth M,Sack H.DBpedia Ontology Enrichment for Inconsistency Detection[C]//International Conference on Semantic Systems.ACM,2012.
[27] Jain P, Hitzler P, Sheth A P, et al.Ontology Alignment for Linked Open Data[C]// International Semantic Web Conference. Springer, Berlin, Heidelberg, 2010.
[28] Subhashree S,Kumar P S.Enriching Linked Datasets with New Object Properties[J].2017.
[29] Petrucci G, Ghidini C,Rospocher M .Ontology Learning in the Deep[M]// Knowledge Engineering and Knowledge Management. Springer International Publishing, 2016.
[30] Szász, Barnabás,Fleiner R,Micsik,András.Linked Data Enrichment with Self-Unfolding URIs[C]//IEEE International Symposium on Applied Machine Intelligence & Informatics.IEEE,2016.
[31] Janowicz K.Thematic signatures for cleansing and enriching place-related linked data[J].International Journal of Geographical Information Science,2015,29(4):556-579.
[32] Daskalaki E,Flouris G,Fundulaki I,et al.Instance matching benchmarks in the era of Linked Data[J].Web Semantics Science Services & Agents on the World Wide Web,2016,39:1-14.
[33] Saveta T,Daskalaki E,Flouris G,et al.Pushing the Limits of Instance Matching Systems: A Semantics-Aware Benchmark for Linked Data.[C]//International Conference on World Wide Web. International World Wide Web Conferences Steering Committee,2015.
[34] Demartini G,Difallah D E,Philippe Cudré-Mauroux.Large-scale linked data integration using probabilistic reasoning and crowdsourcing[J].The VLDB Journal,2013,22(5):665-687.
[35] Nguyen K,Ichise R.Linked Data Entity Resolution System Enhanced by Configuration Learning Algorithm[J].IEICE Transactions on Information and Systems,2016,E99.D(6):1521-1530.
[36] Slavko itnik,Bajec M,Dejan Lavbic. LogMap+:Relational data enrichment and linked data resources matching[C]//International Conference on Research Challenges in Information Science. IEEE,2017.
[37] Usbeck R,Ngomo A C N,Gerber D,et al.AGDISTIS-Graph-Based Disambiguation of Named Entities Using Linked Data[C]//International Semantic Web Conference.2014.
[38] Morsey M,Lehmann J,Auer S,et al.DBpedia and the live extraction of structured data from Wikipedia[J].Program,2012,46(2):157-181.
[39] Zaveri,Amrapali,et al.Quality assessment for linked data:A survey[J].Semantic Web.2016,7(1):63-93.
[40] Radulovic F,Mihindukulasooriya N,García-Castro,Raúl,et al.A comprehensive quality model for Linked Data[J].Semantic Web,2017:1-22.
[41] Debattista J,Auer S,Lange C.[IEEE 2016 IEEE Tenth International Conference on Semantic Computing (ICSC) - Laguna Hills,CA,USA (2016.2.4-2016.2.6)]2016 IEEE Tenth International Conference on Semantic Computing(ICSC)-Luzzu--A Framework for Linked Data Quality Assessment[J].2016:124-131.
[42] Ruckhaus E,Oriana Baldizán,María-Esther Vidal.Analyzing Linked Data Quality with LiQuate[J].2013:629-638.
[43] Acosta,Maribel,et al.Detecting linked data quality issues via crowdsourcing:A dbpedia study[J].Semantic Web 2018,9(3):303-335.
[44] Kontokostas D,Zaveri A,S?ren Auer,et al.TripleCheckMate:A Tool for Crowdsourcing the Quality Assessment of Linked Data[J].2013:265-272.
[45] Hassan U U,Zaveri A,Marx E,et al.ACRyLIQ:Leveraging DBpedia for Adaptive Crowdsourcing in Linked Data Quality Assessment[C]//International Conference on Knowledge Engineering & Knowledge Management. Springer-Verlag New York,Inc.2016.
[46] Günter Ladwig,Tran T.Linked Data Query Processing Strategies[C]//International Semantic Web Conference. Springer,Berlin,Heidelberg,2010.
[47] Hartig O,Bizer C,Freytag J C.Executing SPARQL Queries over the Web of Linked Data[J].2009:293-309.
[48] Jürgen Umbrich,Hose K,Karnstedt M,et al.Comparing data summaries for processing live queries over Linked Data[J].World Wide Web-internet & Web Information Systems,2011,14(5-6):495-544.
[49] Jorg Waitelonis,Sack H.Towards exploratory video search using linked data[J].Multimedia Tools & Applications,2012,59(2):645-672.
[50] Sergio José Rodríguez Méndez,Zao J K,Gan T T,et al.Augmented Brain Computer Interaction Based on Fog Computing and Linked Data[C]//2014 International Conference on Intelligent Environments (IE)/Publisher:IEEE.IEEE,2014.
[51] Kobilarov G,Scott T,Raimond Y,et al.Media Meets Semantic Web-How the BBC Uses DBpedia and Linked Data to Make Connections[C]//The Semantic Web: Research and Applications,6th European Semantic Web Conference,ESWC 2009,Heraklion,Crete,Greece,May 31-June 4,2009,Proceedings.DBLP,2009.
[52] O'Riain,Seán,Curry,et al.XBRL and open data for global financial ecosystems:A linked data approach[J].International Journal of Accounting Information Systems,2012,13(2):141-162.
[53] Piedra N, Chicaiza J,López, Jorge,et al.Supporting openness of MOOCs contents through of an OER and OCW framework based on Linked Data technologies[C]//Global Engineering Education Conference.IEEE,2014.
[54] Ruiz-Calleja A,Vega-Gorgojo G,Juan I.Asensio-Pérez,et al.A Linked Data approach for the discovery of educational ICT tools in the Web of Data[J].Computers and Education,2012,59(3):952-962.
[55] Schandl T,Blumauer A.PoolParty:SKOS thesaurus management utilizing linked data[C]//International Conference on the Semantic Web:Research & Applications.2010.
[56] Burns G A,Hermjakob U,José Luis Ambite.Abstract Meaning Representations as Linked Data[C]//International Semantic Web Conference.2016.
[57] Yu H Q,Pedrinaci C,Dietze S,et al.Using Linked Data to Annotate and Search Educational Video Resources for Supporting Distance Learning[J].IEEE Transactions on Learning Technologies,2012,5(2):130-142.
[58] David Müller, Yi M Y .Annotating korean text documents with linked data resources[J]. Multimedia Tools and Applications, 2014, 68(2):413-427.
[59] Choudhury S,Breslin J G,Passant R.Enrichment and ranking of the YouTube tag space and integration with the linked data cloud[C]//Semantic Web-iswc, International Semantic Web Conference,Iswc,Chantilly,Va,Usa,October.DBLP,2009.
[60] Lopez V,Nikolov A,Sabou M,et al.Scaling Up Question-Answering to Linked Data[M]//Knowledge Engineering and Management by the Masses.2010.
[61] CabaleiroBernardo, Anselmo Pe-as,Suresh Manandhar.Grounding proposition stores for question answering over linked data[J].Knowledge-Based Systems,2017,128:34-42.
[62] Chen B,Ding Y,Wild D J,et al.Assessing Drug Target Association Using Semantic Linked Data[J].PLoS Computational Biology,2012,8(7):e1002574.
[63] Zong N,Kim H,Ngo V,et al.Deep mining heterogeneous networks of biomedical linked data to predict novel drug-target associations[J].Bioinformatics,2017,33(15):2337-2344.
[64] Gray A J G,Groth P,Loizou A,et al.Applying linked data approaches to pharmacology:Architectural decisions and implementation[J].Semantic Web,2014,5(2):101-113.
[65] Lausch A,Schmidt A,Tischendorf L .Data mining and linked open data-New perspectives for data analysis in environmental research[J]. Ecological Modelling, 2015, 295(Sp. Iss. SI):5-17.
[66] Janssen M,Matheus R,Zuiderwijk A.Big and Open Linked Data (BOLD) to Create Smart Cities and Citizens: Insights from Smart Energy and Mobility Cases[C]//International Conference on Electronic Government.Springer,Cham,2015.
[67] Bizer,Christian,Tom Heath,and Tim Berners-Lee."Linked data: The story so far." Semantic services, interoperability and web applications: emerging concepts.IGI Global,2011.205-227.
[68] State of the LOD Cloud 2014[EB/OL].[2019-02-14].http://linkeddatacatalog.dws.informatik.uni-mannheim.de/state/.
[69] Stojanov R,Gramatikov S,Mishkovski I,et al.Linked Data Authorization Platform[J].IEEE Access,2018,6:1189-1213.
[70] Dadzie A S,Rowe M.Approaches to Visualising Linked Data:A Survey[J].Semantic Web,2011,2(2):89-124.
[1] WANG Jing, WANG Yanbing. The Generic Research Data Infrastructure (GeRDI) Project in Germany and Some insights from the Project [J]. Journal of Library and Information Science in Agriculture, 2022, 34(3): 28-36.
[2] ZHANG Yu, HUO Mingkui. An Investigation into Information Needs of Rural Entrepreneurial Youth in the Context of Rural Revitalization: Based on the Survey in Heilongjiang, Jilin and Liaoning Provinces [J]. Journal of Library and Information Science in Agriculture, 2022, 34(3): 51-60.
[3] WANG Ting, CUI Yunpeng, WANG Jian, LIU Tingting, WANG Mo. Cognitive Computing and Applications in Agriculture [J]. Agricultural Library and Information, 2019, 31(4): 4-18.
[4] SHI Xiaohua. The Applied Technology of NoteExpress in Citation Analysis of Theses [J]. , 2018, 30(7): 51-54.
[5] HUANG Li, YU Shouhua, OU Jingying. Knowledge Mapping of Researches on China's Rural E-commerce Based on Metrology Analysis with CiteSpace Ⅲ [J]. , 2018, 30(1): 77-83.
[6] ZHOU Jian. The Status and Development Trends of Military Information Retrieval Language [J]. , 2016, 28(1): 127-129.
[7] CAO Tian. Discussion on the Establishment of HDFS Cloud Storage Service System for Library Users [J]. , 2015, 27(9): 53-56.
[8] XIAO Shen-hua. Investigation on Mobile Phone Addiction among College Students [J]. , 2015, 27(8): 128-131.
[9] XIAO Shen-hua. Gradual Progress on Information Analysis Methods [J]. , 2015, 27(7): 109-111.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!