Abstract
This chapter takes a look at the existing search landscape to observe that there are a myriad of search systems, covering all possible domains, which share a handful of theoretical retrieval models and are separated by a series of pre- and post-processing steps as well as a finite set of parameters. We also observe that given the infinite variety of real-world search tasks and domains, it is unlikely that any one combination of these steps and parameters would yield a renaissance-engine — a search engine that can answer any questions about art, sciences, law or entertainment. We therefore set forth to analyze the different components of a search system and propose a model for domain specific search, including a definition thereof, as well as a technical framework to build a domain specific search system.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Adams, S.: Information Sources in Patents, 3rd edn. G. Saur (2011)
Authors, A.: Anonymized Title. Technical report, Anonymized Venue (2011)
Authors, A.: Anonymized Title. Anonymized Venue (2012)
Authors, A.: Anonymized Title. In: Booktitle (2013)
Authors, A.: Anonymized Title. In: Proc. of Anonym (2013)
Azzopardi, L., Vanderbauwhede, W., Joho, H.: Search system requirements of patent analysts. In: Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, pp. 775–776. ACM, New York (2010)
Beckers, T., Dungs, S., Fuhr, N., Jordan, M., Kriewel, S.: ezDL: An interactive search and evaluation system. In: Proceedings of the SIGIR 2012 Workshop on Open Source Information Retrieval (2012)
Boyer, C., Baujard, V., Geissbuhler, A.: Evolution of health web certification through the honcode experience. Stud. Health Technol. Inform. 169, 53–57 (2011)
Boyer, C., Gschwandtner, M., Hanbury, A., Kritz, M., Pletneva, N., Samwald, M., Vargas, A.: Use case definition including concrete data requirements. Khresmoi Public Deliverable D8.2 (February 2012)
Chau, M., Chen, H., Qin, J., Zhou, Y., Qin, Y., Sung, W.-K., Mcdonald, D.: Comparison of two approaches to building a vertical search tool: A case study in the nanotechnology domain. In: Proceedings of the Second ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2002), pp. 135–144. ACM Press (2002)
Cockburn, A.: Writing Effective Use Cases. Addison-Wesley Professional (2000)
Cornacchia, R., de Vries, A.P.: A parameterised search system. In: Amati, G., Carpineto, C., Romano, G. (eds.) ECiR 2007. LNCS, vol. 4425, pp. 4–15. Springer, Heidelberg (2007)
Fautsch, C., Savoy, J.: Algorithmic Stemmers of Morphological Analysis? An Evaluation. Journal of the American Society for Information Science and Technology (2009)
Fautsch, C., Savoy, J.: Adapting the tf idf vector-space model to domain specific information retrieval. In: Proc. of SAC (2010)
Fuhr, N.: Salton award lecture information retrieval as engineering science. SIGIR Forum 46(2), 19–28 (2012)
Georgiev, G., Pentchev, K., Avramov, A., Primov, T., Momtchev, V.: Scalable interlinking of bio-medical entities and scientific literature in linked life data. In: Proc. CALBC Workshop (March 2011)
Greenwood, M.A., Tablan, V., Maynard, D.: GATE Mimir: Answering questions google can’t. In: Proceedings of the 10th International Semantic Web Conference, ISWC (2011)
Hanbury, A., Bhatti, N., Lupu, M., Mörzinger, R.: Patent image retrieval: A survey. In: Proc. of PaIR (2011)
Hansen, P.: Task-Based Information Seeking and Retrieval in the Patent Domain. Processes and Relationships. PhD thesis, University of Tampere (2011)
Hersh, W.: Information Retrieval: A Health and Biomedical Perspective, 3rd edn. Springer (2009)
Herskovic, J.R., Tanaka, L.Y., Hersh, W., Bernstam, E.V.: A day in the life of PubMed: Analysis of a typical day’s query log. Journal of the American Medical Informatics Association 14(2), 212–220 (2007)
Huhns, M.N.: Agents as web services. IEEE Internet Computing 6(4), 93–95 (2002)
Hunt, D., Nguyen, L., Rodgers, M.: Patent Searching. Wiley, Hoboken (2007)
Ingwersen, P., Järvelin, K.: The Turn: Integration of Information Seeking and Retrieval in Context. Springer (2005)
Kritz, M., Gschwandtner, M., Stefanov, V., Hanbury, A., Samwald, M.: Utilisation and perceived problems of online medical resources and search tools among different groups of European physicians. Journal of Medical Internet Research (2013)
Lagemaat, W.G.: The future of information tools and technology - our joint effort. World Patent Information 35(2), 93–94 (2013)
Luo, G., Tang, C.: On iterative intelligent medical search. In: Proc. of SIGIR (2008)
Lupu, M., Hanbury, A.: Patent Retrieval. Foundations and Trends in Information Retrieval 7(1) (2013)
Papazoglou, M.P., Georgakopoulos, D.: Introduction: Service-oriented computing. Commun. ACM 46(10), 24–28 (2003)
Pecina, P., Dušek, O., Goeuriot, L., Hajič, J., Hlaváčová, J., Jones, G.J., Kelly, L., Leveling, J., Mareček, D., Novák, M., Popel, M., Rosa, R., Tamchyna, A., Urešová, Z.: Adaptation of machine translation for multilingual information retrieval in the medical domain. In: Artificial Intelligence in Medicine (2014)
Pletneva, N., Vargas, A., Boyer, C.: Requirements for the general public health search. Khresmoi Public Deliverable D8.1.1 (May 2011)
Qin, J., Zhou, Y., Chau, M.: Building domain-specific web collections for scientific digital libraries: A meta-search enhanced focused crawling method. In: Proceedings of the 4th ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL 2004, pp. 135–141. ACM, New York (2004)
Rowe, B., Wood, D., Link, A., Simoni, D.: Economic Impact Assessment of NIST’s Text REtrieval Conference (TREC) Program. Technical report, National Institute of Standards and Technology (2010)
Salampasis, M., Paltoglou, G., Giahanou, A.: Report on the clef-ip 2012 experiments: Search of topically organized patents. In: CLEF (Online Working Notes/Labs/Workshop) (2012)
Salampasis, M., Tait, J., Hardy, C.: An agent-based hypermedia framework for designing and developing digital libraries. In: Proceedings of the 3rd International Forum on Research and Technology Advances in Digital Libraries, ADL 1996. IEEE Computer Society, Washington, DC (1996)
Samwald, M., Kritz, M., Gschwandtner, M., Hanbury, A.: A curated index of high-quality web resources for medical practitioners. In: Proc. Medical Informatics Europe, MIE (2012)
Samwald, M., Kritz, M., Gschwandtner, M., Hanbury, A.: A curated index of high-quality web resources for medical practitioners. In: Proceedings of Medical Informatics Europe, MIE (2012)
Sanderson, M., Turpin, A., Zhang, Y., Scholer, F.: Differences in Effectiveness Across Sub-collections. In: Proc. of CIKM (2012)
Sharma, D., Ma, W., Tran, D., Anderson, M.: A novel approach to programming: Agent based software engineering. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds.) KES 2006. Part III. LNCS (LNAI), vol. 4253, pp. 1184–1191. Springer, Heidelberg (2006)
Tang, T., Craswell, N., Hawking, D., Griffiths, K., Christensen, H.: Quality and relevance of domain-specific search: A case study in mental health. Information Retrieval 9, 207–225 (2006)
Trippe, A., Ruthven, I.: Current Challenges in Patent Information Retrieval. Evaluating Real Patent Retrieval Effectiveness, ch. 6. Springer (2011)
Wolstencroft, K., Haines, R., Fellows, D., Williams, A., Withers, D., Owen, S., Soiland-Reyes, S., Dunlop, I., Nenadic, A., Fisher, P., Bhagat, J., Belhajjame, K., Bacall, F., Hardisty, A., Nieva de la Hidalga, A., Balcazar Vargas, M.P., Sufi, S., Goble, C.: The taverna workflow suite: Designing and executing workflows of web services on the desktop, web or in the cloud. Nucleic. Acids. Res. 41(web server issue), W557–W561 (2013)
Wolter, B.: It takes all kinds to make a world – some thoughts on the use of classification in patent searching. World Patent Information 34(1) (2012)
Yan, X., Lau, R.Y., Song, D., Li, X., Ma, J.: Toward a semantic granularity model for domain-specific information retrieval. ACM Trans. Inf. Syst. 15, 1–15 (2011)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Lupu, M., Salampasis, M., Hanbury, A. (2014). Domain Specific Search. In: Paltoglou, G., Loizides, F., Hansen, P. (eds) Professional Search in the Modern World. Lecture Notes in Computer Science, vol 8830. Springer, Cham. https://doi.org/10.1007/978-3-319-12511-4_6
Download citation
DOI: https://doi.org/10.1007/978-3-319-12511-4_6
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-12510-7
Online ISBN: 978-3-319-12511-4
eBook Packages: Computer ScienceComputer Science (R0)