A survey of the first 20 years of research on semantic Web and linked data

A survey of the first 20 years of research on semantic Web and linked data

Fabien Gandon

Inria, Université Côte d’Azur, CNRS, I3S, Wimmics 2004 rt des Lucioles, 06902 Sophia Antipolis, France

Corresponding Author Email: 
fabien.gandon@inria.fr
Page: 
11-56
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DOI: 
https://doi.org/10.3166/ISI.23.3-4.11-56
Received: 
| |
Accepted: 
| | Citation
Abstract: 

This paper is a survey of the research topics in the field of Semantic Web, Linked Data and Web of Data. This study looks at the contributions of this research community over its first twenty years of existence. Compiling several bibliographical sources and bibliometric indicators, we identify the main research trends and we reference some of their major publications to provide an overview of that initial period. We conclude with some perspectives for the future research challenges.

Keywords: 

survey, semantic Web, linked data, Web of data

1. Introduction: Weaving a Web of Everything
2. Tag Cloud Atlas: Mapping the SemanticWeb Research Community
3. Knowledge Representation, Reasoning and Processing (KRR)
4. Ontologies and Semantic Vocabularies for Machines on the Web
5. Matching, Aligning and Mapping the Vocabularies
6. Interoperability or the Web as a Distributed Semantic Blackboard
7. Retrieving and Querying Knowledge Graphs on the Web
8. Data Management and the Big (Web of) Data
9. Software Architectures for and by Semantics
10. Linked (Open) Data and Schemata on the Web
11. Semantics in Security, Trust and Privacy
12. Learning and Mining with and for Semantics
13. Natural Language processing with and for Semantics
14. Semantics in Interactions and their Design
15. Semantic social networks and media
16. SemanticWeb in Use: application scenarios and domains
17. Concluding remarks
Acknowledgements

To Mylène Leitzelman for her independent bibliometric validation of the topics andarticles.

To my reviewers: Max Chevalier, Olivier Corby, Sébastien Laborie, Elodie Thieblin,Cassia Trojahn and Antoine Zimmermann

  References

Abadi D. J., Marcus A., Madden S. R., Hollenbach K. (2007). Scalable semantic web data management using vertical partitioning. In Proceedings of the 33rd international conference on very large data bases, pp. 411–422. VLDB Endowment. Retrieved from http://dl.acm.org/citation.cfm?id=1325851.1325900

Abel F., Gao Q., Houben G.-J., Tao K. (2011). Semantic enrichment of twitter posts for user profile construction on the social web. In Extended semantic web conference, pp. 375–389.

Heraklion, Greece, Springer.Adjiman P., Chatalic P., Goasdoué F., Rousset M.-C., Simon L. (2006). Distributed reasoning in a peer-to-peer setting: Application to the semantic web. Journal of Artificial Intelligence Research (JAIR), Vol. 25, pp. 269–314.

Allemang D., Hendler J. (2011). Semantic web for the working ontologist: effective modeling in rdfs and owl. Amsterdam, The Netherlands, Elsevier.

Angles R., Gutierrez C. (2016). The multiset semantics of sparql patterns. In International semantic web conference, pp. 20–36. Kobe, Japan, Springer.

Ankolekar A., Burstein M., Hobbs J. R., Lassila O., Martin D., McDermott D. et al. (2002). Daml-s: Web service description for the semantic web. In International semantic web conference, pp. 348–363. Sardinia, Italy, Springer.

Antoniou G., vanHarmelen F. (2004). A semantic web primer. Cambridge, MA, USA, MIT Press.

Antoniou G., Van Harmelen F. (2004). Web ontology language: Owl. In Handbook on ontologies, pp. 67–92. Springer.

Aroyo L., Dicheva D. (2004). The new challenges for e-learning: The educational semantic web. Journal of Educational Technology & Society, Vol. 7, No. 4.

Aroyo L., Stash N., Wang Y., Gorgels P., Rutledge L. (2007). Chip demonstrator: Semanticsdriven recommendations and museum tour generation. In The semantic web: 6th international semantic web conference, 2nd asian semantic web conference, pp. 879–886. Busan, Korea, Springer.

Artz D., Gil Y. (2007). A survey of trust in computer science and the semantic web. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 5, No. 2, pp. 58–71.

Arumugam M., Sheth A., Arpinar B. (2002). Towards peer-to-peer semantic web: A distributed environment for sharing semantic knowledge on the web. In Workshop on real world rdf and semantic web applications. Honolulu, Springer.

Ashburner M., Ball C. A., Blake J. A., Botstein D., Butler H., Cherry J. M. et al. (2000). Gene ontology: tool for the unification of biology. Nature genetics, Vol. 25, No. 1, pp. 25.

Ashby R. (1956). Design for an intelligence-amplifier. Automata studies, Vol. 400, pp. 215–233.

Atencia M., Borgida A., Euzenat J., Ghidini C., Serafini L. (2012). A formal semantics for weighted ontology mappings. In International semantic web conference, pp. 17–33. Boston, USA, Springer.

Auer S., Bizer C., Kobilarov G., Lehmann J., Cyganiak R., Ives Z. (2007). Dbpedia: A nucleus for a web of open data. In The semantic web: 6th international semantic web conference, 2nd asian semantic web conference, pp. 722–735. Busan, Korea, Springer.

Auer S., Dietzold S., Lehmann J., Hellmann S., Aumueller D. (2009). Triplify: light-weight linked data publication from relational databases. In Proceedings of the 18th international conference on world wide web, pp. 621–630.

Auer S., Lehmann J. (2007). What have innsbruck and leipzig in common? extracting semantics from wiki content. In European semantic web conference, pp. 503–517. Innsbruck, Austria, Springer.

Baader F., Horrocks I., Sattler U. (2005). Description logics as ontology languages for the semantic web. In Mechanizing mathematical reasoning, pp. 228–248. Springer.

Bailey J., Bry F., Furche T., Schaffert S. (2005). Web and semantic web query languages: A survey. In Proceedings of the first international conference on reasoning web, pp. 35–133.

Berlin, Heidelberg, Springer-Verlag. Retrieved from http://dx.doi.org/10.1007/11526988_3

Bassiliades N., Antoniou G., Vlahavas I. (2006). A defeasible logic reasoner for the semantic web. International Journal on Semantic Web and Information Systems (IJSWIS), Vol. 2, No. 1, pp. 1–41.

Belleau F., Nolin M.-A., Tourigny N., Rigault P., Morissette J. (2008). Bio2rdf: towards a mashup to build bioinformatics knowledge systems. Journal of biomedical informatics, Vol. 41, No. 5, pp. 706–716.

Berendt B., Hotho A., Stumme G. (2002). Towards semantic web mining. In International semantic web conference, pp. 264–278. Sardinia, Italy, Springer.

Berners-Lee T. (1989). Information management: A proposal. Technical report. Genève, CERN. Retrieved from http://cds.cern.ch/record/1405411/files/ARCH-WWW-4-010.pdf

Berners-Lee T. (1998). Semantic web road map. Design Issues, Notes. Boston, USA, W3C. Retrieved from https://www.w3.org/DesignIssues/Semantic.html

Berners-Lee T. (2006). Linked data. Design Issues, Notes. Boston, USA, W3C. Retrieved from https://www.w3.org/DesignIssues/LinkedData.html

Berners-Lee T., Cailliau R., Luotonen A., Nielsen H. F., Secret A. (1994, August). The worldwide web. Communications of the ACM, Vol. 37, No. 8, pp. 76–82. Retrieved from http://doi.acm.org/10.1145/179606.179671

Berners-Lee T., Chen Y., Chilton L., Connolly D., Dhanaraj R., Hollenbach J. et al. (2006). Tabulator: Exploring and analyzing linked data on the semantic web. In Proceedings of the 3rd international semantic web user interaction workshop, Vol. 2006, p. 159. Athens, USA, SWUI2006.

Berners-Lee T., Hendler J., Lassila O. (2001). The semantic web. Scientific american, Vol. 284, No. 5, pp. 28–37.

Bernstein A., Kaufmann E. (2006). Gino–a guided input natural language ontology editor. In International semantic web conference, pp. 144–157. Budva, Montenegro, Springer.

Bernstein A., Noy N. (2014). Is this really science? the semantic webber’s guide to evaluating research contributions. Technical report. Tech. Rep. No. IFI-2014.02). Department of Informatics, University of Zurich. Retrieved from https://www. merlin. uzh.

ch/contributionDocument/download/6915.

Bizer C., Heath T., Ayers D., Raimond Y. (2007). Interlinking open data on the web. In Demonstrations track, european semantic web conference. Innsbruck, Austria, Springer.

Bizer C., Heath T., Berners-Lee T. (2009). Linked data-the story so far. International journal on semantic web and information systems, Vol. 5, No. 3, pp. 1–22.

Bizer C., Lehmann J., Kobilarov G., Auer S., Becker C., Cyganiak R. et al. (2009). Dbpedia - a crystallization point for the web of data. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 7, No. 3, pp. 154 - 165. Retrieved from http://www.sciencedirect

.com/science/article/pii/S1570826809000225 (The Web of Data) Bloehdorn S., Petridis K., Saathoff C., Simou N., Tzouvaras V., Avrithis Y. et al. (2005).

Semantic annotation of images and videos for multimedia analysis. In European semantic web conference, pp. 592–607. Heraklion, Crete, Springer.

Bonatti P. A., Hogan A., Polleres A., Sauro L. (2011). Robust and scalable linked data reasoning incorporating provenance and trust annotations. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 9, No. 2, pp. 165–201.

Bouayad-Agha N., Casamayor G., Wanner L. (2014). Natural language generation in the context of the semantic web. Semantic Web, Vol. 5, No. 6, pp. 493–513.

Breslin J. G., Decker S., Harth A., Bojars U. (2006). Sioc: an approach to connect web-based communities. International Journal of Web Based Communities, Vol. 2, No. 2, pp. 133–142.

Breslin J. G., Harth A., Bojars U., Decker S. (2005). Towards semantically-interlinked online communities. In European semantic web conference, pp. 500–514. Heraklion, Crete, Springer.

Breslin J. G., Passant A., Decker S. (2009). The social semantic web. Springer Science & Business Media.

Brickley D., Miller L. (2007). Foaf vocabulary specification 0.91. Technical report, ILRT.

Broekstra J., Kampman A., Van Harmelen F. (2002). Sesame: A generic architecture for storing and querying rdf and rdf schema. In International semantic web conference, pp. 54–68. Sardinia, Italy, Springer.

Buffa M., Gandon F., Ereteo G., Sander P., Faron C. (2008). Sweetwiki: A semantic wiki. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 6, No. 1, pp. 84–97.

Buil-Aranda C., Arenas M., Corcho O., Polleres A. (2013). Federating queries in sparql 1.1: Syntax, semantics and evaluation. Journal of Web Semantics, Vol. 18, pp. 1-17. Retrieved from https://www.scopus.com/inward/record.uri?eid=

2-s2.0-84873310631&doi=10.1016%2fj.websem.2012.10.001&partnerID=40&md5=1af2977d5f947e2e4ba8cbedacaf23e0

Cabrio E., Villata S., Gandon F. (2013). A support framework for argumentative discussions management in the web. In European semantic web conference, pp. 412–426. Montpellier, France, Springer.

Carroll J. J., Bizer C., Hayes P., Stickler P. (2005). Named graphs, provenance and trust. In Proceedings of the 14th international conference on world wide web, pp. 613–622. Chiba, Japan, ACM.

Carroll J. J., Dickinson I., Dollin C., Reynolds D., Seaborne A., Wilkinson K. (2004). Jena: implementing the semantic web recommendations. In Proceedings of the 13th international world wide web conference on alternate track papers & posters, pp. 74–83.

Cimiano P., Handschuh S., Staab S. (2004). Towards the self-annotating web. In Proceedings of the 13th international conference on world wide web, pp. 462–471. New York, USA, ACM.

Cimiano P., Lopez V., Unger C., Cabrio E., Ngomo A.-C. N., Walter S. (2013). Multilingual question answering over linked data (qald-3): Lab overview. In International conference of the cross-language evaluation forum for european languages, pp. 321–332. Valencia, Spain, Springer.

Cochez M., Decker S., Prud’hommeaux E. (2016). Knowledge representation on the web revisited: the case for prototypes. In International semantic web conference, pp. 151–166.

Kobe, Japan, Springer. Corby O., Dieng R., Hébert C. (2000). A conceptual graph model for w3c resource description

framework. In International conference on conceptual structures, pp. 468–482. Darmstadt, Germany, Springer.

Corby O., Dieng-Kuntz R., Faron-Zucker C. (2004). Querying the semantic web with corese search engine. In Proceedings of the 16th eureopean conference on artificial intelligence, ecai’2004, including prestigious applicants of intelligent systems, PAIS 2004, valencia, spain, august 22-27, 2004, pp. 705–709. Valencia, Spain, IOS Press.

Corby O., Dieng-Kuntz R., Gandon F., Faron-Zucker C. (2006). Searching the semantic web: Approximate query processing based on ontologies. IEEE Intelligent Systems, Vol. 21, No. 1, pp. 20–27.

Corby O., Faron Zucker C., Gandon F. (2015, October). A Generic RDF Transformation Software and its Application to an Online Translation Service for Common Languages of Linked Data. In The 14th International Semantic Web Conference. Bethlehem, United States, Springer. Retrieved from https://hal.inria.fr/hal-01186047

Corby O., Faron Zucker C., Gandon F. (2017, October). LDScript: a Linked Data Script Language. In International SemanticWeb Conference. Vienna, Austria, Springer. Retrieved from https://hal.inria.fr/hal-01589162

Costabello L., Gandon F. (2014). Context-Aware Presentation of Linked Data on Mobile. International Journal On Semantic Web and Information Systems (IJSWIS), Vol. 10, No. 4, pp. 32. Retrieved from https://hal.inria.fr/hal-01188210

Costabello L., Villata S., Gandon F. (2012, August). Context-Aware Access Control for RDF Graph Stores. In ECAI - 20th European Conference on Artificial Intelligence - 2012. Montpellier, France. Retrieved from https://hal.inria.fr/hal-00724041

Cox S., Little C., Hobbs J. R., Pan F. (2017). Time ontology in owl. Recommendation. Boston, USA, W3C. Retrieved from https://www.w3.org/TR/owl-time/

Dadzie A.-S., Rowe M. (2011). Approaches to visualising linked data: A survey. Semantic Web, Vol. 2, No. 2, pp. 89–124.

d’Amato C., Fanizzi N., Esposito F. (2010). Inductive learning for the semantic web: What does it buy? Semantic Web, Vol. 1, No. 1, 2, pp. 53–59.

d’Aquin M., Motta E., Sabou M., Angeletou S., Gridinoc L., Lopez V. et al. (2008). Toward a new generation of semantic web applications. IEEE Intelligent Systems, Vol. 23, No. 3, pp. 20–28.

Davies J., Fensel D., Van Harmelen F. (2003). Towards the semantic web: ontology-driven knowledge management. John Wiley & Sons.

Delteil A., Faron-Zucker C., Dieng R. (2001). Learning ontologies from rdf annotation. In Workshop on ontology learning, pp. 7–12. Seattle, USA, CEUR-WS.org.

Dill S., Eiron N., Gibson D., Gruhl D., Guha R., Jhingran A. et al. (2003). Semtag and seeker: Bootstrapping the semantic web via automated semantic annotation. In Proceedings of the 12th international conference on world wide web, pp. 178–186.

Ding L., Finin T., Joshi A., Pan R., Cost R. S., Peng Y. et al. (2004). Swoogle: a search and metadata engine for the semantic web. In Proceedings of the thirteenth acm international conference on information and knowledge management cikm, pp. 652–659. Washington, USA, ACM.

Doan A., Madhavan J., Domingos P., Halevy A. (2002). Learning to map between ontologies on the semantic web. In Proceedings of the 11th international conference on world wide web, pp. 662–673.

Dolog P., Henze N., Nejdl W., Sintek M. (2004). The personal reader: Personalizing and enriching learning resources using semantic web technologies. In International conference on adaptive hypermedia and adaptive web-based systems, pp. 85–94.

Dzbor M., Domingue J., Motta E. (2003). Magpie – towards a semantic web browser. In International semantic web conference, pp. 690–705. Sanibel Island, USA, Springer.

Ehrig M., Sure Y. (2004). Ontology mapping–an integrated approach. In European semantic web symposium, pp. 76–91. Heraklion, Greece, Springer.

Eiter T., Parreira J. X., Schneider P. (2017). Spatial ontology-mediated query answering over mobility streams. In European semantic web conference, pp. 219–237. Portorož, Slovenia, Springer.

Engelbart D. C. (1962). Augmenting human intellect: A conceptual framework. SRI Summary Report No. AFOSR-3223. Stanford Research Institute. Internet Requests for Comments.

Erétéo G., Buffa M., Gandon F., Corby O. (2009). Analysis of a real online social network using semantic web frameworks. In International semantic web conference, pp. 180–195. Chantilly, VA, USA, Springer.

Etzioni O., Cafarella M., Downey D., Popescu A.-M., Shaked T., Soderland S. et al. (2005). Unsupervised named-entity extraction from the web: An experimental study. Artificial intelligence, Vol. 165, No. 1, pp. 91–134.

Euzenat J., Shvaiko P. et al. (2007). Ontology matching (Vol. 18). Germany, Springer.

Fernández M., Cantador I., López V., Vallet D., Castells P., Motta E. (2011). Semantically enhanced information retrieval: An ontology-based approach. Web semantics: Science, services and agents on the world wide web, Vol. 9, No. 4, pp. 434–452.

Fernández J., Martínez-Prieto M., Gutiérrez C., Polleres A., Arias M. (2013). Binary rdf representation for publication and exchange (hdt). Journal of Web Semantics, Vol. 19, pp. 22-41.

Fielding R. T., Taylor R. N. (2000). Architectural styles and the design of network-based software architectures (Vol. 7). University of California, Irvine Doctoral dissertation.

Finin T., Joshi A., Kagal L., Niu J., Sandhu R., Winsborough W. et al. (2008). R owl bac: representing role based access control in owl. In Proceedings of the 13th acm symposium on access control models and technologies, pp. 73–82. Estes Park, USA, ACM.

Fokou G., Jean S., Hadjali A., Baron M. (2016). Rdf query relaxation strategies based on failure causes. In European semantic web conference, pp. 439–454. Heraklion, Greece, Springer.

Folz P., Skaf-Molli H., Molli P. (2016). Cyclades: a decentralized cache for triple pattern fragments. In European semantic web conference, pp. 455–469. Heraklion, Greece, Springer.

Franz T., Schultz A., Sizov S., Staab S. (2009). Triplerank: Ranking semantic web data by tensor decomposition. In International semantic web conference, pp. 213–228. Chantilly, VA, USA, Springer.

Gandon F. (2002). Distributed artificial intelligence and knowledge management: ontologies and multi-agent systems for a corporate semantic web. Unpublished doctoral dissertation, Université Nice Sophia Antipolis.

Gandon F., Dieng-Kuntz R., Corby O., Giboin A. (2002). Semantic web and multi-agents approach to corporate memory management. In International conference on intelligent information processing, pp. 103–115. Montréal, Québec, Springer.

Gandon F., Giboin A. (2017, June). Paving the WAI: Defining Web-Augmented Interactions. In Web Science 2017 (WebSci17), p. 381 - 382. Troy, NY, United States. Retrieved from https://hal.inria.fr/hal-01560180

Gandon F. L., Sadeh N. M. (2004). Semantic web technologies to reconcile privacy and context awareness. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 1, No. 3, pp. 241–260.

Gangemi A. (2005). Ontology design patterns for semantic web content. In International semantic web conference, pp. 262–276. Galway, Ireland, Springer.

Gangemi A. (2013). A comparison of knowledge extraction tools for the semantic web. In Extended semantic web conference, pp. 351–366.

Geroimenko V., Chen C. (2006). Visualizing the semantic web: Xml-based internet and information visualization. Springer Science & Business Media.

Golbeck J., Hendler J. (2004). Accuracy of metrics for inferring trust and reputation in semantic web-based social networks. In International conference on knowledge engineering and knowledge management, pp. 116–131.

Golbeck J., Parsia B., Hendler J. (2003). Trust networks on the semantic web. In International workshop on cooperative information agents, pp. 238–249.

Gómez-Pérez A., Corcho O. (2002). Ontology languages for the semantic web. IEEE Intelligent systems, Vol. 17, No. 1, pp. 54–60.

Gómez-Pérez A., Fernández-López M., Corcho O. (2006). Ontological engineering: with examples from the areas of knowledge management, e-commerce and the semantic web.

Germany, Springer Science & Business Media. Governatori G., Rotolo A., Villata S., Gandon F. (2013). One license to compose them all. In International semantic web conference, pp. 151–166. Sydney, Australia, Springer.

Gracia J., Montiel-Ponsoda E., Cimiano P., Gómez-Pérez A., Buitelaar P., McCrae J. (2012). Challenges for the multilingual web of data. Web Semantics: Science, Services and Agentson the World Wide Web, Vol. 11, pp. 63–71.

Gruber T. (2008). Collective knowledge systems: Where the social web meets the semantic web. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 6, No. 1, pp. 4 - 13. Retrieved from http://www.sciencedirect.com/science/article/pii/S1570826807000583 (Semantic Web and Web 2.0)

Guo Y., Pan Z., Heflin J. (2004). An evaluation of knowledge base systems for large owl datasets. In International semantic web conference, pp. 274–288. Hiroshima, Japan, Springer.

Guo Y., Pan Z., Heflin J. (2005). Lubm: A benchmark for owl knowledge base systems. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 3, No. 2-3, pp. 158–182.

Haase P., Broekstra J., Ehrig M., Menken M., Mika P., Olko M. et al. (2004). Bibster–asemantics-based bibliographic peer-to-peer system. In International semantic web conference, pp. 122–136. Hiroshima, Japan, Springer.

Harth A., Umbrich J., Hogan A., Decker S. (2007). Yars2: A federated repository for querying graph structured data from the web. In The semantic web : 6th international semantic web conference, 2nd asian semantic web conference, pp. 211–224. Busan, Korea, Springer.

Hartig O., Bizer C., Freytag J.-C. (2009). Executing sparql queries over the web of linked data. In International semantic web conference, pp. 293–309. Chantilly, VA, USA, Springer.

Hartig O., Letter I., Pérez J. (2017). A formal framework for comparing linked data fragments. In International semantic web conference, pp. 364–382. Vienna, Austria, Springer.

Hartig O., Pirrò G. (2015). A context-based semantics for sparql property paths over the web. In European semantic web conference, pp. 71–87. Portoroz, Slovenia, Springer.

Hasan R. (2014). Predicting query performance and explaining results to assist Linked Data consumption. Theses, Université Nice Sophia Antipolis. Retrieved from https://tel.archives-ouvertes.fr/tel-01127124

Hasan R., Gandon F. (2012, August). A brief review of explanation in the SemanticWeb. In 7th Workshop on Explanation-aware Computing (ExaCt 2012), 20th European Conference on Artificial Intelligence (ECAI-2012). Montpellier, France. Retrieved from https://hal.inria.fr/hal-00729037

Hausenblas M., Troncy R., Raimond Y., Bürger T. (2009). Interlinking multimedia: How to apply linked data principles to multimedia fragments. In Linked data on the web workshop (ldow 09).

Heath T., Bizer C. (2011). Linked data: Evolving the wb into a global data space (Vol. 1) No. 1. USA, Morgan & Claypool Publishers.

Hellmann S., Lehmann J., Auer S., Brümmer M. (2013). Integrating nlp using linked data. In International semantic web conference, pp. 98–113. Sydney, Australia, Springer.

Henze N., Dolog P., Nejdl W. (2004). Reasoning and ontologies for personalized e-learning in the semantic web. Journal of Educational Technology & Society, Vol. 7, No. 4.

Hildebrand M., Ossenbruggen J. van, Hardman L. (2006). /facet: A browser for heterogeneous semantic web repositories. In International semantic web conference, pp. 272–285. Athens, USA, Springer.

Hitzler P., Krotzsch M., Rudolph S. (2009). Foundations of semantic web technologies. USA, CRC press.

Hitzler P., Van Harmelen F. (2010). A reasonable semantic web. Semantic Web, Vol. 1, No. 1, 2, pp. 39–44.

Hogan A., Harth A., Passant A., Decker S., Polleres A. (2010). Weaving the pedantic web. In Linked data on the web, ldow. Raleigh, USA, CEUR, Workshop Proceedings.

Hogan A., Umbrich J., Harth A., Cyganiak R., Polleres A., Decker S. (2012). An empirical survey of linked data conformance. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 14, pp. 14–44.

Hogan A., Zimmermann A., Umbrich J., Polleres A., Decker S. (2012). Scalable and distributed methods for entity matching, consolidation and disambiguation over linked data corpora. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 10, pp. 76–110.

Horridge M., Parsia B., Sattler U. (2008). Laconic and precise justifications in owl. In International semantic web conference, pp. 323–338. Karlsruhe, Germany, Springer.

Horrocks I., Patel-Schneider P. (2003). Reducing owl entailment to description logic satisfiability. In International semantic web conference, pp. 17–29. Sanibel Island, USA, Springer.

Hotho A., Jäschke R., Schmitz C., Stumme G. (2006). Information retrieval in folksonomies: Search and ranking. In European semantic web conference, pp. 411–426. Budva, Montenegro, Springer.

Jain P., Hitzler P., Sheth A. P., Verma K., Yeh P. Z. (2010). Ontology alignment for linked open data. In International semantic web conference, pp. 402–417. Shanghai, China, Springer.

Jung J. C., Lutz C. (2012). Ontology-based access to probabilistic data with owl ql. In International semantic web conference, pp. 182–197. Boston, USA, Springer.

Kagal L., Finin T., Joshi A. (2003). A policy based approach to security for the semantic web. In International semantic web conference, pp. 402–418. Sanibel Island, USA, Springer.

Kaufmann E., Bernstein A. (2007). How useful are natural language interfaces to the semantic web for casual end-users? In The semantic web: 6th international semantic web conference, 2nd asian semantic web conference, pp. 281–294. Busan, Korea, Springer.

Kazakov Y., Klinov P. (2013). Incremental reasoning in owl el without bookkeeping. In International semantic web conference, pp. 232–247. Sydney, Australia, Springer.

Kirrane S., Mileo A., Decker S. (2017). Access control and the resource description framework: A survey. Semantic Web, Vol. 8, No. 2, pp. 311–352.

Knublauch H., Fergerson R., Noy N., Musen M. (2004). The protégé owl plugin: An open development environment for semantic web applications. In International semantic web conference, pp. 229–243. Hiroshima, Japan, Springer.

Kobilarov G., Scott T., Raimond Y., Oliver S., Sizemore C., Smethurst M. et al. (2009). Media meets semantic web – how the bbc uses dbpedia and linked data to make connections. In European semantic web conference, pp. 723–737. Heraklion, Greece, Springer.

Krötzsch M. (2012). The not-so-easy task of computing class subsumptions in owl rl. In International semantic web conference, pp. 279–294. Boston, USA, Springer.

Kuhn T., Dumontier M. (2014). Trusty uris: Verifiable, immutable, and permanent digital artifacts for linked data. In European semantic web conference, pp. 395–410. Anissaras, Greece, Springer.

Kuter U., Golbeck J. (2009). Semantic web service composition in social environments. In International semantic web conference, pp. 344–358. Chantilly, VA, USA, Springer.

Le B. T., Dieng-Kuntz R., Gandon F. (2004). On ontology matching problems. In International conference on enterprise information systems, pp. 236–243. Porto, Portugal, ICEIS.

Lebo T., Sahoo S., McGuinness D., Belhajjame K., Cheney J., Corsar D. et al. (2013). Prov-o: the prov ontology. World Wide Web Consortium, Recommendation.

Lécué F., Léger A. (2006). A formal model for semantic web service composition. In International semantic web conference, pp. 385–398. Athens, USA, Springer.

Lécué F., Tucker R., Bicer V., Tommasi P., Tallevi-Diotallevi S., Sbodio M. (2014). Predicting severity of road traffic congestion using semantic web technologies. In European semantic web conference, pp. 611–627. Anissaras, Greece, Springer.

Limpens F., Gandon F., Buffa M. (2013). A Complete Life-Cycle for the Semantic Enrichment of Folksonomies. In Springer (Ed.), Advances In Knowledge Discovery and Management. Springer. Retrieved from https://hal.inria.fr/hal-01171250

Lopez V., Unger C., Cimiano P., Motta E. (2013). Evaluating question answering over linked data. Journal of Web Semantics, Vol. 21, pp. 3-13.

Lösch U., Bloehdorn S., Rettinger A. (2012). Graph kernels for rdf data. In European semantic web conference, pp. 134–148. Heraklion, Greece, Springer.

Lukasiewicz T., Straccia U. (2008). Managing uncertainty and vagueness in description logics for the semantic web. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 6, No. 4, pp. 291–308.

Lutz C., Seylan I., Toman D., Wolter F. (2013). The combined approach to obda: Taming role hierarchies using filters. In International semantic web conference, pp. 314–330. Sydney, Australia, Springer.

Maedche A., Staab S. (2001). Ontology learning for the semantic web. IEEE Intelligent systems, Vol. 16, No. 2, pp. 72–79.

Magkanaraki A., Tannen V., Christophides V., Plexousakis D. (2003). Viewing the semantic web through rvl lenses. In International semantic web conference, pp. 96–112. Sanibel Island, USA, Springer.

Mallea A., Arenas M., Hogan A., Polleres A. (2011). On blank nodes. In International semantic web conference, pp. 421–437. Bonn, Germany, Springer.

Margara A., Urbani J., Van Harmelen F., Bal H. (2014). Streaming the web: Reasoning over dynamic data. Journal of Web Semantics, Vol. 25, pp. 24-44.

Marie N., Gandon F. (2014, October). Survey of linked data based exploration systems. In IESD 2014 - Intelligent Exploitation of Semantic Data. Riva Del Garda, Italy. Retrieved from https://hal.inria.fr/hal-01057035

McBride B. (2002). Jena: A semantic web toolkit. IEEE Internet computing, Vol. 6, No. 6, pp. 55–59.

McCarthy J., Minsky M., Rochester N., Shannon C. (1955, august 31). A proposal for the dartmouth summer research project on artificial intelligence. Hanover, New Hampshire, USA, Dartmouth College. Retrieved from http://raysolomonoff.com/dartmouth/boxa/dart564props.pdf

McGuinness D. L., Fikes R., Hendler J., Stein L. A. (2002). Daml+ oil: an ontology language for the semantic web. IEEE Intelligent Systems, Vol. 17, No. 5, pp. 72–80.

Mendes P. N., Jakob M., García-Silva A., Bizer C. (2011). Dbpedia spotlight: shedding light on the web of documents. In Proceedings of the 7th international conference on semantic systems, pp. 1–8.

Michel F., Faron Zucker C., Gandon F. (2018, April). SPARQL Micro-Services: Lightweight Integration of Web APIs and Linked Data. In LDOW 2018 - Linked Data on the Web, p. 1-10. Lyon, France, CEUR. Retrieved from https://hal.archives-ouvertes.fr/hal-01722792

Mika P. (2004). Social networks and the semantic web. In Proceedings of the 2004 ieee/wic/acm international conference on web intelligence, pp. 285–291. Washington, DC, USA, IEEE Computer Society. Retrieved from http://dx.doi.org/10.1109/WI.2004.128

Mika P. (2005a). Flink: Semantic web technology for the extraction and analysis of social networks. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 3, No. 2-3, pp. 211–223.

Mika P. (2005b). Ontologies are us: A unified model of social networks and semantics. In International semantic web conference, pp. 522–536. Galway, Ireland, Springer.

Miles A., Matthews B., Wilson M., Brickley D. (2005). Skos core: simple knowledge organisation for the web. In International conference on dublin core and metadata applications, pp. 3–10.

Moreau L., Clifford B., Freire J., Futrelle J., Gil Y., Groth P. et al. (2011). The open provenance model core specification (v1. 1). Future generation computer systems, Vol. 27, No. 6, pp. 743–756.

Morsey M., Lehmann J., Auer S., Ngomo A.-C. N. (2011). Dbpedia sparql benchmark–performance assessment with real queries on real data. In International semantic web conference, pp. 454–469. Bonn, Germany, Springer.

Motik B., Sattler U., Studer R. (2005). Query answering for owl-dl with rules. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 3, No. 1, pp. 41–60.

Ngomo A.-C. N., Auer S. (2011). Limes - a time-efficient approach for large-scale link discovery on the web of data. In International joint conference on artificial intelligence. Barcelona, Spain, AAAI Press.

Ngomo A.-C. N., Kolb L., Heino N., Hartung M., Auer S., Rahm E. (2013). When to reach for the cloud: Using parallel hardware for link discovery. In European semantic web conference, pp. 275–289. Montpellier, France, Springer.

Ngomo A.-C. N., Lyko K. (2012). Eagle: Efficient active learning of link specifications using genetic programming. In European semantic web conference, pp. 149–163. Heraklion, Greece, Springer.

Nickel M., Tresp V., Kriegel H.-P. (2012). Factorizing yago: Scalable machine learning for linked data. In Proceedings of the 21st international conference on world wide web, pp. 271–280. New York, NY, USA, ACM. Retrieved from http://doi.acm.org/10.1145/2187836.2187874

Nikolov A., Schwarte A., Hütter C. (2013). Fedsearch: Efficiently combining structured queries and full-text search in a sparql federation. In International semantic web conference, pp.427–443. Sydney, Australia, Springer.

Noy N., Shah N., Whetzel P., Dai B., Dorf M., Griffith N. et al. (2009). Bioportal: ontologies and integrated data resources at the click of a mouse. Nucleic acids research, Vol. 37, No. suppl_2, pp. W170–W173.

Noy N. F. (2004). Semantic integration: a survey of ontology-based approaches. ACM Sigmod Record, Vol. 33, No. 4, pp. 65–70.

O’connor M., Knublauch H., Tu S., Grosof B., Dean M., Grosso W. et al. (2005). Supporting rule system interoperability on the semantic web with swrl. In International semantic web conference, pp. 974–986. Galway, Ireland, Springer.

Paolucci M., Kawamura T., Payne T. R., Sycara K. (2002). Semantic matching of web services capabilities. In International semantic web conference, pp. 333–347. Sardinia, Italy, Springer.

Parundekar R., Knoblock C. A., Ambite J. L. (2012). Discovering concept coverings in ontologies of linked data sources. In International semantic web conference, pp. 427–443. Boston, USA, Springer.

Patel-Schneider P., Siméon J. (2002). Building the semantic web on xml. In International semantic web conference, pp. 147–161. Sardinia, Italy, Springer.

Paulheim H. (2012). Generating possible interpretations for statistics from linked open data. In European semantic web conference, pp. 560–574. Heraklion, Greece, Springer.

Pérez J., Arenas M., Gutierrez C. (2006). Semantics and complexity of sparql. In International semantic web conference, pp. 30–43. Athens, USA, Springer.

Petrelli D., Mazumdar S., Dadzie A.-S., Ciravegna F. (2009). Multi visualization and dynamic query for effective exploration of semantic data. In International semantic web conference, pp. 505–520. Chantilly, VA, USA, Springer.

Pietriga E., Bizer C., Karger D., Lee R. (2006). Fresnel: A browser-independent presentation vocabulary for rdf. In International semantic web conference, pp. 158–171. Athens, USA, Springer.

Presutti V., Draicchio F., Gangemi A. (2012). Knowledge extraction based on discourse representation theory and linguistic frames. In International conference on knowledge engineering and knowledge management, pp. 114–129. Galway, Ireland, Springer.

Quilitz B., Leser U. (2008). Querying distributed rdf data sources with sparql. In European semantic web conference, pp. 524–538.

Raimond Y., Abdallah S. (2007). The event ontology. Technical report. Centre for Digital Music, Queen Mary, University of London.

Rettinger A., Lösch U., Tresp V., d’Amato C., Fanizzi N. (2012). Mining the semantic web. Data Mining and Knowledge Discovery, Vol. 24, No. 3, pp. 613–662.

Richardson M., Agrawal R., Domingos P. (2003). Trust management for the semantic web. In International semantic web conference, pp. 351–368. Sanibel Island, USA, Springer.

Rietveld L., BeekW., Schlobach S. (2015). Lod lab: Experiments at lod scale. In International semantic web conference, pp. 339–355. Bethlehem, USA, Springer.

Ristoski P., Paulheim H. (2016). Semantic web in data mining and knowledge discovery: A comprehensive survey. Journal of Web Semantics, Vol. 36, pp. 1-22.

Rizzo G., Erp M. van, Troncy R. (2014). Benchmarking the extraction and disambiguation of named entities on the semantic web. In Lrec, pp. 4593–4600.

Rizzo G., Troncy R., Hellmann S., Bruemmer M. (2012). Nerd meets nif: Lifting nlp extraction results to the linked data cloud. LDOW, Vol. 937.

Rodríguez Rocha O., Faron Zucker C. (2018, April). Automatic Generation of Quizzes from DBpedia According to Educational Standards. In The 3rd Educational Knowledge Management Workshop (EKM 2018). Lyon, France. Retrieved from https://hal.inria.fr/hal-01758737

Sabou M., Aroyo L., Bontcheva K., Bozzon A., Qarout R. K. (2018). Semantic web and human computation: The status of an emerging field. Semantic Web, pp. 1–12.

Sahoo S. S., Halb W., Hellmann S., Idehen K., Thibodeau Jr T., Auer S. et al. (2009). A survey of current approaches for mapping of relational databases to rdf . RDB2RDF Incubator Group Report. USA, W3C.

Sarasua C., Simperl E., Noy N. F. (2012). Crowdmap: Crowdsourcing ontology alignment with microtasks. In International semantic web conference, pp. 525–541. Boston, USA, Springer.

Scharffe F., Atemezing G., Troncy R., Gandon F., Villata S., Bucher B. et al. (2012). Enabling linked data publication with the datalift platform. In Semantic cities. Toronto, Canada, Proceedings AAAI Workshop.

Schreiber G., Amin A., Aroyo L., Assem M. van, Boer V. de, Hardman L. et al. (2008). Semantic annotation and search of cultural-heritage collections: The multimedian e-culture demonstrator. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 6, No. 4, pp. 243–249.

Schwarte A., Haase P., Hose K., Schenkel R., Schmidt M. (2011). Fedx: Optimization techniques for federated query processing on linked data. In International semantic web conference, pp. 601–616. Bonn, Germany, Springer.

Sequeda J., Miranker D. (2013). Ultrawrap: Sparql execution on relational data. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 22, pp. 19–39.

Serafini L., Tamilin A. (2005). Drago: Distributed reasoning architecture for the semantic web. In European semantic web conference, pp. 361–376. Heraklion, Crete, Springer.

Shvaiko P., Euzenat J. (2013). Ontology matching: state of the art and future challenges. IEEE Transactions on knowledge and data engineering, Vol. 25, No. 1, pp. 158–176.

Sintek M., Decker S. (2002). Triple—a query, inference, and transformation language for the semantic web. In International semantic web conference, pp. 364–378. Sardinia, Italy, Springer.

Sirin E., Parsia B., Grau B. C., Kalyanpur A., Katz Y. (2007). Pellet: A practical owl-dl reasoner. Web Semantics: science, services and agents on the World Wide Web, Vol. 5, No. 2, pp. 51–53.

Sonntag D., Engel R., Herzog G., Pfalzgraf A., Pfleger N., Romanelli M. et al. (2007). Smartweb handheld—multimodal interaction with ontological knowledge bases and semantic web services. In Artifical intelligence for human computing, pp. 272–295. Springer.

Spanos D.-E., Stavrou P., Mitrou N. (2012). Bringing relational databases into the semantic web: A survey. Semantic Web, Vol. 3, No. 2, pp. 169–209.

Specia L., Motta E. (2007). Integrating folksonomies with the semantic web. In European semantic web conference, pp. 624–639. Innsbruck, Austria, Springer.

Staab S., Stuckenschmidt H. (2006). Semantic web and peer-to-peer: decentralized management and exchange of knowledge and information. Springer.

Stocker M., Seaborne A., Bernstein A., Kiefer C., Reynolds D. (2008). Sparql basic graph pattern optimization using selectivity estimation. In Proceedings of the 17th international conference on world wide web, pp. 595–604. Beijing, China, ACM.

Suchanek F., Kasneci G.,Weikum G. (2007). Yago: a core of semantic knowledge. In Proceedings of the 16th international conference on world wide web, pp. 697–706. Banff, Canada, ACM.

Sure Y., Erdmann M., Angele J., Staab S., Studer R.,Wenke D. (2002). Ontoedit: Collaborative ontology development for the semantic web. In International semantic web conference, pp. 221–235. Sardinia, Italy, Springer.

Tangmunarunkit H., Decker S., Kesselman C. (2003). Ontology-based resource matching in the grid – the grid meets the semantic web. In International semantic web conference, pp. 706–721. Sanibel Island, USA, Springer.

Tonon A., Catasta M., Demartini G., Cudré-Mauroux P., Aberer K. (2013). Trank: Ranking entity types using the web of data. In International semantic web conference, pp. 640–656. Sydney, Australia, Springer.

Tsarkov D., Horrocks I. (2006). Fact++ description logic reasoner: System description. In International joint conference on automated reasoning, pp. 292–297. Seattle, USA, Springer.

Tudorache T., Vendetti J., Noy N. F. (2008). Web-protege: A lightweight owl ontology editor for the web. In Owled, Vol. 432.

Tummarello G., Delbru R., Oren E. (2007). Sindice.com: Weaving the open linked data. In The semantic web : 6th international semantic web conference, 2nd asian semantic web conference, pp. 552–565. Busan, Korea, Springer.

Unger C., Cimiano P. (2011). Pythia: Compositional meaning construction for ontology-based question answering on the semantic web. In International conference on application of natural language to information systems, pp. 153–160.

Urbani J., Kotoulas S., Oren E., Van Harmelen F. (2009). Scalable distributed reasoning using mapreduce. In International semantic web conference, pp. 634–649. Chantilly, VA, USA, Springer.

Usbeck R., Ngomo A.-C. N., Röder M., Gerber D., Coelho S. A., Auer S. et al. (2014). Agdistisgraph- based disambiguation of named entities using linked data. In International semantic web conference, pp. 457–471. Riva del Garda, Italy, Springer.

Vandenbussche P.-Y., Atemezing G. A., Poveda-Villalón M., Vatant B. (2017). Linked open vocabularies (lov): a gateway to reusable semantic vocabularies on the web. Semantic Web, Vol. 8, No. 3, pp. 437–452.

Verborgh R., Vander Sande M., Hartig O., Van Herwegen J., De Vocht L., De Meester B. et al. (2016). Triple pattern fragments: a low-cost knowledge graph interface for the web. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 37, pp. 184–206.

Verma K., Sivashanmugam K., Sheth A., Patil A., Oundhakar S., Miller J. (2005). Meteor-s wsdi: A scalable p2p infrastructure of registries for semantic publication and discovery of web services. Information Technology and Management, Vol. 6, No. 1, pp. 17–39.

Völkel M., Krötzsch M., Vrandecic D., Haller H., Studer R. (2006). Semantic wikipedia. In Proceedings of the 15th international conference on world wide web, pp. 585–594. Edinburgh, Scotland, ACM.

Volz J., Bizer C., Gaedke M., Kobilarov G. (2009). Silk - a link discovery framework for the web of data. In Proceedings of the www2009 workshop on linked data on the web, Vol. 538. Madrid, Spain, CEUR.

Vrandeˇci´c D., Krötzsch M. (2014). Wikidata: a free collaborative knowledgebase. Communications of the ACM, Vol. 57, No. 10, pp. 78–85.

Waitelonis J., Ludwig N., Knuth M., Sack H. (2011). Whoknows? evaluating linked data heuristics with a quiz that cleans up dbpedia. Interactive Technology and Smart Education, Vol. 8, No. 4, pp. 236–248.

Waitelonis J., Sack H. (2012). Towards exploratory video search using linked data. Multimedia Tools and Applications, Vol. 59, No. 2, pp. 645–672.

Wang S., Groth P. (2010). Measuring the dynamic bi-directional influence between content and social networks. In International semantic web conference, pp. 814–829. Shanghai, China, Springer.

Weibel S., Kunze J., Lagoze C.,Wolf M. (1998, September). Dublin core metadata for resource discovery. RFC No. 2413. RFC Editor. Internet Requests for Comments.

Weiss C., Karras P., Bernstein A. (2008). Hexastore: sextuple indexing for semantic web data management. Proceedings of the VLDB Endowment, Vol. 1, No. 1, pp. 1008–1019.

Wu D., Parsia B., Sirin E., Hendler J., Nau D. (2003). Automating daml-s web services composition using shop2. In International semantic web conference, pp. 195–210. Sanibel Island, USA, Springer.

Zeginis D., Tzitzikas Y., Christophides V. (2007). On the foundations of computing deltas between rdf models. In The semantic web : 6th international semantic web conference, 2nd asian semantic web conference, pp. 637–651. Busan, Korea, Springer.

Zhu L., Ghasemi-Gol M., Szekely P., Galstyan A., Knoblock C. A. (2016). Unsupervised entity resolution on multi-type graphs. In International semantic web conference, pp. 649–667. Kobe, Japan, Springer.

Zimmermann A., Euzenat J. (2006). Three semantics for distributed systems and their relations with alignment composition. In International semantic web conference, pp. 16–29. Athens, USA, Springer.

Zimmermann A., Krotzsch M., Euzenat J., Hitzler P. (2006). Formalizing ontology alignment and its operations with category theory. In Formal ontology in information systems: Proceedings of the fourth international conference, pp. 277–288. Baltimore, USA, IOS Press.

Zimmermann A., Lopes N., Polleres A., Straccia U. (2012). A general framework for representing, reasoning and querying with annotated semantic web data. Web Semantics: Science, Services and Agents on the World Wide Web, Vol. 11, pp. 72–95.