Issues of Visual Search Methods in Digital Repositories
DOI:
https://doi.org/10.9781/ijimai.2018.10.005Keywords:
Ontologies, Visualization, Search, RepositoriesAbstract
Repositories are important infrastructures which allow the dissemination of large collections of digital resources hosted in museums, libraries, academic institutions or specialized documentation centers. However, there are nowadays several limitations associated with irrelevant search results based on a knowledge area. Some studies have highlighted the major role of information visualization strategies based on Simple Knowledge Organization Systems (SKOS) so as to mitigate such difficulties. The main goal of this article is to present recommendations using information visualization based on SKOS for the development of navigational search interfaces in digital repositories focused on learning process. We use card sorting as methodology in order to obtain qualitative results in our study. As preliminary results we found that taxonomies in visual search engines improve the access to large collections of digital resources based on SKOS, but it depends on the design of taxonomy concepts defined in digital repositories. Finally, it is recommended that the creators of repositories focus their efforts on define levels of relationship and partnership between digital resources using knowledge representation structures like thesauri or ontologies; work with usable visualization interfaces like tree, radial or icicle; and link relevant metadata fields with the navigation structure.Downloads
References
Gasevic, D.,Djuric, D., and Devedzic, V. “Model Driven Engineering and Ontology Development” (2nd ed.). book, Springer Publishing Company, Incorporated (2009).
Gómez-Pérez, A. Facultad D. I. Evaluation of Taxonomic Knowledge in Ontologies and Knowledge Bases. “Banff Knowledge Acquisition for Knowledge-Based Systems, KAW’99”, 26, 6.1.1--6.1.18, (1999). Retrieved from http://sern.ucalgary.ca/KSI/KAW/KAW99
Aitta, M., Kaleva, S., and Kortelainen, T. Heuristic evaluation applied to library web services. New Library World, 109(1/2), 25–45, (2008). JOUR. http://doi.org/10.1108/03074800810845985
Noshairwan, W., Qadir, M. A. and Fahad, M. “Sufficient Knowledge Omission Error and Redundant Disjoint Relation in Ontology”. In K. M. Wegrzyn-Wolska and P. S. Szczepaniak (Eds.), Advances in Intelligent Web Mastering: Proceedings of the 5th Atlantic Web Intelligence Conference -- AWIC’2007, Fontainbleau, France, June 25 -- 27, 2007 (pp. 260–265). inbook, Berlin, Heidelberg: Springer Berlin Heidelberg. http://doi.org/10.1007/978-3-540-72575-6_42
Shiri, A., and Revie, C. “Usability and user perceptions of a thesaurusenhanced search interface”. Journal of Documentation, 61(5), (2005), 640–656. JOUR. http://doi.org/10.1108/00220410510625840
Gašević, D., and Hatala, M. “Ontology mappings to improve learning resource search”. British Journal of Educational Technology, 37(3), (2006), 375–389. article. http://doi.org/10.1111/j.1467-8535.2006.00611.x
J. Z. Li, D. Gasevic, J. C. Nesbit and G. Richards, “Ontology Mappings Enable Interoperation of Knowledge Domain Taxonomies”. 2nd LORNET Int. Annu. Conf. (2005).
Gaona-García, P. A., Martín-Moncunill, D., Sánchez-Alonso, S., and García, A. F. “A usability study of taxonomy visualisation user interfaces in digital repositories”. Online Information Review, 38(2), (2014), 284–304. JOUR. http://doi.org/10.1108/OIR-03-2013-0051
Ternier, S., Verbert, K., Parra, G., Vandeputte, B., Klerkx, J., Duval, E., & Ochoa, X. “The ariadne infrastructure for managing and storing metadata”. IEEE Internet Computing, 13(4). (2009).
Sicilia, Miguel-Angel, et al. “Learning object analytics for collections, repositories & federations.” Proceedings of the Third International Conference on Learning Analytics and Knowledge. ACM, (2013).
Sicilia, Miguel-Angel. “Metadata research: Making digital resources useful again?.” Handbook of metadata, semantics and ontologies. (2014). 1-8.
Kumar, V., Nesbit, J., and Han, K. “Rating learning object quality with distributed Bayesian belief networks: the why and the how”. In Fifth IEEE International Conference on Advanced Learning Technologies (ICALT’05) (2005), (pp. 685–687). In proceedings. http://doi.org/10.1109/ICALT.2005.230074b06a286ea5152f1782b02f45b8f84e4edd15a
@ w3c.github.io. (n.d.). Retrieved from http://w3c.github.io/html/#the-canvaselement
Thelwall, Mike, and Kayvan Kousha. “Figshare: a universal repository for academic resource sharing?.” Online Information Review 40.3 (2016): 333-346.
Tsakonas, G., and Papatheodorou, C. “Exploring usefulness and usability in the evaluation of open access digital libraries”. Information Processing & Management, 44(3), (2008), 1234–1250. JOUR. http://doi.org/http://dx.doi.org/10.1016/j.ipm.2007.07.008
Carol Tenopir, D. Council on Library and Information Resources Use and Users of Electronic Library Resources: “An Overview and Analysis of Recent Research Studies”, (2003).
Nash, S. S. “Learning objects, learning object repositories, and learning theory: Preliminary best practices for online courses”. Interdiscip. J. Knowl. Learn. Objects, vol. 1, (2005), pp. 217–228.
Jeng, J. “Usability Assessment of Academic Digital Libraries: Effectiveness, Efficiency, Satisfaction, and Learnability”. Libri, 55(2–3), (2005), 96–121. http://doi.org/10.1515/LIBR.2005.96
Hee Kim, H., and Ho Kim, Y. “Usability study of digital institutional repositories”. The Electronic Library, 26(6), (2008), 863–881. http://doi.org/10.1108/02640470810921637
Hartson, H. R., Shivakumar, P., and Pérez-Quiñones, M. A. Usability inspection of digital libraries: a case study. International Journal on Digital Libraries, 4(2), (2004), 108–123. JOUR. http://doi.org/10.1007/s00799-003-0074-4
Hitchcock, S., Woukeu, A., Brody, T., Carr, L., Hall, W., and Harnad, S. “Evaluating Citebase, an open access Web-based citation-ranked search and impact discovery service”. (n.d.).
Tsakonas, G., and Papatheodorou, C. “Exploring usefulness and usability in the evaluation of open access digital libraries”. Information Processing & Management, 44(3), (2008), 1234–1250. JOUR. http://doi.org/http://dx.doi.org/10.1016/j.ipm.2007.07.008
Cechinel, C., Sánchez-Alonso, S., and Sicilia, M. Á. (2009). “Empirical Analysis of Errors on Human-Generated Learning Objects Metadata. In F. Sartori, M. Á. Sicilia, and N. Manouselis” (Eds.), Metadata and Semantic Research: Third International Conference, MTSR 2009, Milan, Italy, October 1-2, 2009. Proceedings (pp. 60–70). inbook, Berlin, Heidelberg: Springer Berlin Heidelberg. http://doi.org/10.1007/978-3-642-04590-5_6
Martin-Moncunill, David, et al. “Evaluating the practical applicability of thesaurus-based keyphrase extraction in the agricultural domain: Insights from the VOA3R project.” Knowledge Organization 42.2 (2017): 76-89.
Sánchez-Alonso, S., and Sicilia, M.-A. “Using an AGROVOC-based ontology for the description of learning resources on organic agriculture”. In M.-A. Sicilia and M. D. Lytras (Eds.), Metadata and Semantics (2009), (pp. 481–492). inbook, Boston, MA: Springer US. http://doi.org/10.1007/978-0-387-77745-0_47
Gaona-García, P. A., Stoitsis, G., Sánchez-Alonso, S., and Biniari, K. “An exploratory study of user perception in visual search interfaces based on SKOS”. Knowledge Organization, 43(4), (2016), 217–238. JOUR. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-84981167175&partnerID=40&md5=7144f9aa3530ef59c4aa377546c7ab6b
Gaona-García, P. A., Martin-Moncunill D., Montenegro-Marin, C. “Trends and challenges of visual search interfaces in digital libraries and repositories”. The Electronic Library. 35.1 (2017): 69-98.
Chrysafiadi, K., and Virvou, M. “A knowledge representation approach using fuzzy cognitive maps for better navigation support in an adaptive learning system”. SpringerPlus, 2(1), 81. article. http://doi.org/10.1186/2193-1801-2-81
Zeng, M. L., and Chan, L. M. Trends and issues in establishing interoperability among knowledge organization systems. J. Am. Soc. Inf. Sci. Technol., 55(5), (2004), 377–395. http://doi.org/10.1002/asi.10387
Soler Monreal, C., and Gil Leiva, I. “Possibilities and limitations of thesauri in comparison with other systems of knowledge organization: folksonomies, taxonomies and ontologies”. Revista Interamericana de Bibliotecología, 33(2), (n.d.), 361–377. Retrieved from http://www.scielo.org.co/scielo.php?script=sci_arttext&pid=S0120-09762010000200004&lng=en&nrm=iso&tlng=es
Gaona-García, P. A., Sánchez-Alonso, S., and Montenegro Marín, C. E. “Visualization of information: A proposal to improve the search and access to digital resources in repositories”. Ingenieria E Investigacion, 34(1), (2014), 83–89. JOUR. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-84902156291&partnerID=40&md5=6f9360c1c3b115235be0da38e56b481c
Manouselis, Nikos, Kostas Kastrantas, Salvador Sanchez-Alonso, Jesus Cáceres, Hannes Ebner and Matthais Palmer. 2009. “Architecture of the Organic.Edunet Web Portal.” International Journal of Web Portals 1, no. 1:71-91
Šimek, Pavel, Jiri Vaněk, Vladimir Očenásek, Michal Stočes and Tereza Vogeltanzová. 2012. “Using Metadata Description for Agriculture and Aquaculture Papers.” Agris On-Line Papers in Economics and Informatics 4:79-90.
Boulos, M. N. K., Warren, J., Gong, J., and Yue, P. “Web GIS in practice VIII: HTML5 and the canvas element for interactive online mapping”. International Journal of Health Geographics, 9(1), (2010), 14. article. http://doi.org/10.1186/1476-072X-9-14
Ruecker, S., Radzikowska, M., and Sinclair, S. “Visual Interface Design for Digital Cultural Heritage”. book, Brookfield, VT, USA: Ashgate Publishing Company. (2011).
Doerr, Martin, et al. “The europeana data model (edm).” World Library and Information Congress: 76th IFLA general conference and assembly. 2010.
Schell, George P., and Max Burns. “Merlot: a repository of e-learning objects for higher education.” E-Service 1.2 (2002): 53-64.
Chirita, P.-A., Gavriloaie, R., Ghita, S., Nejdl, W., and Paiu, R. “Activity Based Metadata for Semantic Desktop Search”. (n.d.).
Lytras, M. D., and Sicilia, M. Where is the Value in Metadata? Int. J. Metadata Semant. Ontologies, 2(4), (2007), 235–241. article. http://doi.org/10.1504/IJMSO.2007.019442
Ochoa, X., and Duval, E. “Quality Metrics for Learning Object Metadata”. (n.d.).
Park, J.-R. “Metadata Quality in Digital Repositories: A Survey of the Current State of the Art”. Cataloging & Classification Quarterly, 47(3–4), (2009), 213–228. JOUR. http://doi.org/10.1080/01639370902737240
Wiley, David A. The instructional use of learning objects. Vol. 1. Bloomington, IN: Agency for instructional technology, 2002.
Polsani, P. “Use and Abuse of Reusable Learning Objects”. Journal of Digital Information, 3(4). (2006). article. Retrieved from https://journals.tdl.org/jodi/index.php/jodi/article/view/89
Friesen, N. “Open Educational Resources: New Possibilities for Change and Sustainability”. The International Review of Research in Open and Distributed Learning, 10(5). (2009). article. Retrieved from http://www.irrodl.org/index.php/irrodl/article/view/664
Sanz, J., Dodero, J. M., and Sánchez-Alonso, S. “A Preliminary Analysis of Software Engineering Metrics-based Criteria for the Evaluation of Learning Objects Reusability”. International Journal of Emerging Technologies in Learning (iJET), 4(0), (2009), 30–34. article. Retrieved from http://online-journals.org/index.php/i-jet/article/view/794
Sicilia, M.-A., and Garcia, E. “On the Concepts of Usability and Reusability of Learning Objects”. The International Review of Research in Open and Distributed Learning, 4(2). (2003). article. Retrieved from http://www.irrodl.org/index.php/irrodl/article/view/155
Shiri, A. A., Revie, C., and Chowdhury, G. “Thesaurus-enhanced search interfaces”. Journal of Information Science, 28(2), (2002), 111–122. http://doi.org/10.1177/016555150202800203
la Prieta, F., and Gil, A. B. “A Multi-agent System that Searches for Learning Objects in Heterogeneous Repositories”. In Y. Demazeau, F. Dignum, J. M. Corchado, J. Bajo, R. Corchuelo, E. Corchado, … A. Campbell (Eds.), Trends in Practical Applications of Agents and Multiagent Systems: 8th International Conference on Practical Applications of Agents and Multiagent Systems (2010) (pp. 355–362). inbook, Berlin, Heidelberg: Springer Berlin Heidelberg. http://doi.org/10.1007/978-3-642-12433-4_42
Beltrán-Alfonso, R., Torres-Tautiva, A., Gaona-García, P.A.,MontenegroMarin, C.E. “Exploring the Relevance of Search Engines: An Overview of Google as a Case Study”. International Journal of Interactive Multimedia and Artificial Intelligence, Vol. 4, n. 4 (2017). Retrieved from http://www.ijimai.org/journal/node/1519
Muñoz-Arteaga, J., Calvillo-Moreno, E. A., Ochoa-Zezzatti, C. A., Santaolaya-Salgado, R., and Álvarez-Rodríguez, F. “Use of Agents to Realize a Federated Searching of Learning Objects. In Y. Demazeau, F. Dignum, J. M. Corchado, J. Bajo, R. Corchuelo, E. Corchado”, … A. Campbell (Eds.), Trends in Practical Applications of Agents and Multiagent Systems: 8th International Conference on Practical Applications of Agents and Multiagent Systems (2010) (pp. 1–8). inbook, Berlin, Heidelberg: Springer Berlin Heidelberg. http://doi.org/10.1007/978-3-642-12433-4_1
Stuckenschmidt, H., and Van Harmelen, F. “Generating and managing metadata for Web-based information systems”. (2004). http://doi.org/10.1016/j.knosys.2004.04.004
Chuanjun, Suo. “On the Evaluation of the Quality of Digital Collections [J].” The Journal of The Library Science In China 4 (2004): 45-48.
Downes, Stephen. “Models for sustainable open educational resources.” Interdisciplinary Journal of E-Learning and Learning Objects 3.1 (2007): 29-44.
Gonçalves, Marcos André, et al. ““What is a good digital library?”–A quality model for digital libraries.” Information processing & management 43.5 (2007): 1416-1437.
Sanz-Rodriguez, Javier, Juan Manuel Dodero, and Salvador SanchezAlonso. “Metrics-based evaluation of learning object reusability.” Software Quality Journal 19.1 (2011): 121-140.
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