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Enhancing Navigability: An Algorithm for Constructing Tag Trees


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Almoqhim, F., Millard, D.E., & Shadbolt, N. (2013). An approach to building high-quality tag hierarchies from crowdsourced taxonomic tag pairs. In A. Jatowt et al. (Eds.), Social Informatics (pp. 129–138). Berlin: Springer International Publishing.AlmoqhimF.MillardD.E.ShadboltN.2013An approach to building high-quality tag hierarchies from crowdsourced taxonomic tag pairsJatowtA.Social Informatics129138BerlinSpringer International Publishing10.1007/978-3-319-03260-3_12Search in Google Scholar

Agrawal, R., Gollapudi, S., Halverson, A., & Ieong, S. (2009). Diversifying search results. In Proceedings of the Second ACM International Conference on Web Search and Data Mining (pp. 5–14). New York: ACM.AgrawalR.GollapudiS.HalversonA.IeongS.2009Diversifying search resultsIn Proceedings of the Second ACM International Conference on Web Search and Data Mining514New YorkACM10.1145/1498759.1498766Search in Google Scholar

Begelman, G., Keller, P., & Smadja, F. (2006). Automated tag clustering: Improving search and exploration in the tag space. In Collaborative Web Tagging Workshop at WWW2006, Edinburgh, Scotland. Retrieved on February 4, 2017, from http://www.ra.ethz.ch/cdstore/www2006/www.rawsugar.com/www2006/20.pdf.BegelmanG.KellerP.SmadjaF.2006Automated tag clustering: Improving search and exploration in the tag spaceIn Collaborative Web Tagging Workshop at WWW2006, Edinburgh, ScotlandRetrieved on February 4, 2017, fromhttp://www.ra.ethz.ch/cdstore/www2006/www.rawsugar.com/www2006/20.pdfSearch in Google Scholar

Benz, D., Hotho, A., Stützer, S., & Stumme, G. (2010). Semantics made by you and me: Selfemerging ontologies can capture the diversity of shared knowledge. In Proceedings of the 2nd Web Science Conference (WebSci10), Raleigh, NC, USA. Retrieved on February 4, 2017, from http://journal.webscience.org/361/.BenzD.HothoA.StützerS.StummeG.2010Semantics made by you and me: Selfemerging ontologies can capture the diversity of shared knowledgeIn Proceedings of the 2nd Web Science Conference (WebSci10), Raleigh, NC, USARetrieved on February 4, 2017, fromhttp://journal.webscience.org/361/Search in Google Scholar

Camiña, S.L. (2010). A comparison of taxonomy generation techniques using bibliometric methods: Applied to research strategy formulation. Retrieved on January 10, 2017, from http://dspace.mit.edu/handle/1721.1/62632.MIT.2010.CamiñaS.L.2010A comparison of taxonomy generation techniques using bibliometric methods: Applied to research strategy formulationRetrieved on January 10, 2017, fromhttp://dspace.mit.edu/handle/1721.1/62632.MIT.2010Search in Google Scholar

Candan, K.S., Di Caro, L., & Sapino, M.L. (2008). Creating tag hierarchies for effective navigation in social media. In Proceedings of the 2008 ACM Workshop on Search in Social Media - SSM ’08 (pp. 75–82). New York: ACM.CandanK.S.Di CaroL.SapinoM.L.2008Creating tag hierarchies for effective navigation in social mediaIn Proceedings of the 2008 ACM Workshop on Search in Social Media - SSM ’087582New YorkACM10.1145/1458583.1458597Search in Google Scholar

Carbonell, J., & Goldstein, J. (1998). The use of MMR, diversity-based reranking for reordering documents and producing summaries. In Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 335–336). New York: ACM.CarbonellJ.GoldsteinJ.1998The use of MMR, diversity-based reranking for reordering documents and producing summariesIn Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval335336New YorkACM10.1145/290941.291025Search in Google Scholar

Chen, C., Luo, P., Liu, X., & Lu, Y. (2012). The structure patterns of Web resources’ hierarchical organization (in Chinese). Journal of Library Science in China, 38(202), 72–80.ChenC.LuoP.LiuX.LuY.2012The structure patterns of Web resources’ hierarchical organization (in Chinese)Journal of Library Science in China382027280Search in Google Scholar

Dellschaft, K., & Staab, S. (2006). On how to perform a gold standard based evaluation of ontology learning. In The Semantic Web-ISWC 2006 (pp. 228–241). Berlin: Springer-Verlag.DellschaftK.StaabS.2006On how to perform a gold standard based evaluation of ontology learningIn The Semantic Web-ISWC 2006228241BerlinSpringer-Verlag10.1007/11926078_17Search in Google Scholar

Gemmell, J., Shepitsen, A., Mobasher, B., & Burke, R. (2008). Personalizing navigation in folksonomies using hierarchical tag clustering. In Proceedings of Data Warehousing and Knowledge Discovery (pp. 196–205). Berlin: Springer-Verlag.GemmellJ.ShepitsenA.MobasherB.BurkeR.2008Personalizing navigation in folksonomies using hierarchical tag clusteringIn Proceedings of Data Warehousing and Knowledge Discovery196205BerlinSpringer-Verlag10.1007/978-3-540-85836-2_19Search in Google Scholar

Golub, K., & Lykke, M. (2009). Automated classification of web pages in hierarchical browsing. Journal of Documentation, 65(6), 901–925.GolubK.LykkeM.2009Automated classification of web pages in hierarchical browsingJournal of Documentation65690192510.1108/00220410910998915Search in Google Scholar

Halpin, H., Robu, V., & Shepherd, H. (2007). The complex dynamics of collaborative tagging. In Proceedings of the 16th International Conference on World Wide Web (pp. 211–220). New York: ACM.HalpinH.RobuV.ShepherdH.2007The complex dynamics of collaborative taggingIn Proceedings of the 16th International Conference on World Wide Web211220New YorkACM10.1145/1242572.1242602Search in Google Scholar

Helic, D., Trattner, C., Strohmaier, M., & Andrews, K. (2010). On the navigability of social tagging systems. In 2010 IEEE Second International Conference on Social Computing (pp. 161–168). Washington, DC: IEEE Computer Society.HelicD.TrattnerC.StrohmaierM.AndrewsK.2010On the navigability of social tagging systemsIn 2010 IEEE Second International Conference on Social Computing161168Washington, DCIEEE Computer Society10.1109/SocialCom.2010.31Search in Google Scholar

Helic, D., Strohmaier, M., Trattner, C., Muhr, M., & Lerman, K. (2011). Pragmatic evaluation of folksonomies. In Proceedings of the 20th International Conference on World Wide Web (pp. 417–426). New York: ACM.HelicD.StrohmaierM.TrattnerC.MuhrM.LermanK.2011Pragmatic evaluation of folksonomiesIn Proceedings of the 20th International Conference on World Wide Web417426New YorkACM10.1145/1963405.1963465Search in Google Scholar

Helic, D., & Strohmaier, M. (2011). Building directories for social tagging systems. In Proceedings of the 20th ACM International Conference on Information and Knowledge Management (pp. 525–534). New York: ACM.HelicD.StrohmaierM.2011Building directories for social tagging systemsIn Proceedings of the 20th ACM International Conference on Information and Knowledge Management525534New YorkACM10.1145/2063576.2063655Search in Google Scholar

Heymann, P., & Garcia-Molina, H. (2006). Collaborative creation of communal hierarchical taxonomies in social tagging systems. Info Lab Technical Report 2006-10. Retrieved on January 10, 2016, from http://ilpubs.stanford.edu:8090/775/1/2006-10.pdf.HeymannP.Garcia-MolinaH.2006Collaborative creation of communal hierarchical taxonomies in social tagging systemsInfo Lab Technical Report 2006-10Retrieved on January 10, 2016, fromhttp://ilpubs.stanford.edu:8090/775/1/2006-10.pdfSearch in Google Scholar

Hirsch, J.E. (2005). An index to quantify an individual’s scientific research output. In Proceedings of the National Academy of Sciences of the United States of America, 102(46), 16569–16572.HirschJ.E.2005An index to quantify an individual’s scientific research outputIn Proceedings of the National Academy of Sciences of the United States of America10246165691657210.1073/pnas.0507655102128383216275915Search in Google Scholar

Huang, H., Gao, Y., Chen, L., Li, R., Chiew, K., & He, Q. (2013). Browse with a social web directory. In Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 865–868). New York: ACM.HuangH.GaoY.ChenL.LiR.ChiewK.HeQ.2013Browse with a social web directoryIn Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval865868New YorkACM10.1145/2484028.2484141Search in Google Scholar

Li, R., Bao, S., Yu, Y., Fei, B., & Su, Z. (2007). Towards effective browsing of large scale social annotations. In Proceedings of the 16th International Conference on World Wide Web (pp. 943–952). New York: ACM.LiR.BaoS.YuY.FeiB.SuZ.2007Towards effective browsing of large scale social annotationsIn Proceedings of the 16th International Conference on World Wide Web943952New YorkACM10.1145/1242572.1242700Search in Google Scholar

Luo, P., & Chen, C. (2013). Resource organization systems from folksonomy to hierarchical: Constructing the tag tree by exploiting clustering information (in Chinese). Journal of Library and Information Service, 57(22), 120–125.LuoP.ChenC.2013Resource organization systems from folksonomy to hierarchical: Constructing the tag tree by exploiting clustering information (in Chinese)Journal of Library and Information Service5722120125Search in Google Scholar

Markines, B., Cattuto, C., Menczer, F., Benz, D., Hotho, A., & Stumme, G. (2009). Evaluating similarity measures for emergent semantics of social tagging. In Proceedings of the 18th International Conference on World Wide Web (pp. 641–650). New York: ACM.MarkinesB.CattutoC.MenczerF.BenzD.HothoA.StummeG.2009Evaluating similarity measures for emergent semantics of social taggingIn Proceedings of the 18th International Conference on World Wide Web641650New YorkACM10.1145/1526709.1526796Search in Google Scholar

Rafiei, D., Bharat, K., & Shukla, A. (2010). Diversifying web search results. In Proceedings of the 19th International Conference on World Wide Web (pp. 781–790). New York: ACM.RafieiD.BharatK.ShuklaA.2010Diversifying web search resultsIn Proceedings of the 19th International Conference on World Wide Web781790New YorkACM10.1145/1772690.1772770Search in Google Scholar

Rousseau, R., & Zhao, S.X. (2015). A general conceptual framework for characterizing the ego in a network. Journal of Informetrics, 9(1), 145–149.RousseauR.ZhaoS.X.2015A general conceptual framework for characterizing the ego in a networkJournal of Informetrics9114514910.1016/j.joi.2014.12.002Search in Google Scholar

Si, X., Liu, Z., & Sun, M. (2010). Explore the structure of social tags by subsumption relations. In Proceedings of the 23rd International Conference on Computational Linguistics (pp. 1011–1019). Stroudsburg, PA: Association for Computational Linguistics.SiX.LiuZ.SunM.2010Explore the structure of social tags by subsumption relationsIn Proceedings of the 23rd International Conference on Computational Linguistics10111019Stroudsburg, PAAssociation for Computational LinguisticsSearch in Google Scholar

Sinclair, J., & Cardew-Hall, M. (2008). The folksonomy tag cloud: When is it useful? Journal of Information Science, 34(1), 15–29.SinclairJ.Cardew-HallM.2008The folksonomy tag cloud: When is it useful?Journal of Information Science341152910.1177/0165551506078083Search in Google Scholar

Song, Y., Qiu, B., & Farooq, U. (2011). Hierarchical tag visualization and application for tag recommendations. In Proceedings of the 20th ACM International Conference on Information and Knowledge Management (pp. 1331–1340). New York: ACM.SongY.QiuB.FarooqU.2011Hierarchical tag visualization and application for tag recommendationsIn Proceedings of the 20th ACM International Conference on Information and Knowledge Management13311340New YorkACM10.1145/2063576.2063769Search in Google Scholar

Strohmaier, M., Körner, C., & Kern, R. (2012). Understanding why users tag: A survey of tagging motivation literature and results from an empirical study. Web Semantics: Science, Services and Agents on the World Wide Web, 17, 1–11.StrohmaierM.KörnerC.KernR.2012Understanding why users tag: A survey of tagging motivation literature and results from an empirical studyWeb Semantics: Science, Services and Agents on the World Wide Web1711110.1016/j.websem.2012.09.003358746123471473Search in Google Scholar

Strohmaier, M., Helic, D., Benz, D., Körner, C., & Kern, R. (2012). Evaluation of folksonomy induction algorithms. ACM Transactions on Intelligent Systems and Technology (TIST), 3(4), Article No. 74.StrohmaierM.HelicD.BenzD.KörnerC.KernR.2012Evaluation of folksonomy induction algorithmsACM Transactions on Intelligent Systems and Technology (TIST)34article no. 7410.1145/2337542.2337559Search in Google Scholar

Suchanek, F.M., Vojnovic, M., & Gunawardena, D. (2008, October). Social tags: Meaning and suggestions. In Proceedings of the 17th ACM Conference on Information and Knowledge Management (pp. 223–232). New York: ACM.SuchanekF.M.VojnovicM.GunawardenaD.2008, OctoberSocial tags: Meaning and suggestionsIn Proceedings of the 17th ACM Conference on Information and Knowledge Management223232New YorkACM10.1145/1458082.1458114Search in Google Scholar

Tsai, F., Cheng, Y., Li, S., & Chen, C. (2009). Heuristic-based approach for constructing hierarchical knowledge structures. In Proceedings of Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (pp. 439–448). Berlin: Springer-Verlag.TsaiF.ChengY.LiS.ChenC.2009Heuristic-based approach for constructing hierarchical knowledge structuresIn Proceedings of Industrial and Engineering Applications of Artificial Intelligence and Expert Systems439448BerlinSpringer-Verlag10.1007/978-3-642-02568-6_45Search in Google Scholar

Tsui, E., Wang, W.M., Cheung, C.F., & Lau, A.S.M. (2010). A concept-relationship acquisition and inference approach for hierarchical taxonomy construction from tags. Information Processing & Management, 46(1), 44–57.TsuiE.WangW.M.CheungC.F.LauA.S.M2010A concept-relationship acquisition and inference approach for hierarchical taxonomy construction from tagsInformation Processing & Management461445710.1016/j.ipm.2009.05.009Search in Google Scholar

Verma, C., Mahadevan, V., Rasiwasia, N., Aggarwal, G., Kant, R., Jaimes, A., & Dey, S. (2015). Construction and evaluation of ontological tag trees. Expert Systems with Applications, 42(24), 9587–9602.VermaC.MahadevanV.RasiwasiaN.AggarwalG.KantR.JaimesA.DeyS.2015Construction and evaluation of ontological tag treesExpert Systems with Applications42249587960210.1016/j.eswa.2015.07.057Search in Google Scholar

Wiesman, F., van den Herik, H.J., & Hasman, A. (2004). Information retrieval by metabrowsing. Journal of the American Society for Information Science and Technology, 55(7), 565–578.WiesmanF.van den HerikH.J.HasmanA.2004Information retrieval by metabrowsingJournal of the American Society for Information Science and Technology55756557810.1002/asi.10410Search in Google Scholar

Zhao, S.X., Rousseau, R., & Ye, F.Y. (2011). h-Degree as a basic measure in weighted networks. Journal of Informetrics, 5(4), 668–677.ZhaoS.X.RousseauR.YeF.Y.2011h-Degree as a basic measure in weighted networksJournal of Informetrics5466867710.1016/j.joi.2011.06.005Search in Google Scholar

Zhou, M., Bao, S., Wu, X., & Yu, Y. (2007). An unsupervised model for exploring hierarchical semantics from social annotations. In K. Aberer et al. (Eds.), The Semantic Web: The 6th International Semantic Web Conference, the 2nd Asian Semantic Web Conference, (ISWC 2007 & ASWC 2007), Busan, Korea, November 11–15, 2007 (pp. 680–693). Berlin: Springer- Verlag.ZhouM.BaoS.WuX.YuY.2007An unsupervised model for exploring hierarchical semantics from social annotationsAbererK.The Semantic Web: The 6th International Semantic Web Conference, the 2nd Asian Semantic Web Conference, (ISWC 2007 & ASWC 2007), Busan, Korea, November 11–15, 2007680693BerlinSpringer- Verlag10.1007/978-3-540-76298-0_49Search in Google Scholar

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