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Domain Specific Search

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 8830))

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.

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References

  1. Adams, S.: Information Sources in Patents, 3rd edn. G. Saur (2011)

    Google Scholar 

  2. Authors, A.: Anonymized Title. Technical report, Anonymized Venue (2011)

    Google Scholar 

  3. Authors, A.: Anonymized Title. Anonymized Venue (2012)

    Google Scholar 

  4. Authors, A.: Anonymized Title. In: Booktitle (2013)

    Google Scholar 

  5. Authors, A.: Anonymized Title. In: Proc. of Anonym (2013)

    Google Scholar 

  6. 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)

    Chapter  Google Scholar 

  7. 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)

    Google Scholar 

  8. Boyer, C., Baujard, V., Geissbuhler, A.: Evolution of health web certification through the honcode experience. Stud. Health Technol. Inform. 169, 53–57 (2011)

    Google Scholar 

  9. 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)

    Google Scholar 

  10. 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)

    Google Scholar 

  11. Cockburn, A.: Writing Effective Use Cases. Addison-Wesley Professional (2000)

    Google Scholar 

  12. 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)

    Chapter  Google Scholar 

  13. Fautsch, C., Savoy, J.: Algorithmic Stemmers of Morphological Analysis? An Evaluation. Journal of the American Society for Information Science and Technology (2009)

    Google Scholar 

  14. Fautsch, C., Savoy, J.: Adapting the tf idf vector-space model to domain specific information retrieval. In: Proc. of SAC (2010)

    Google Scholar 

  15. Fuhr, N.: Salton award lecture information retrieval as engineering science. SIGIR Forum 46(2), 19–28 (2012)

    Article  Google Scholar 

  16. 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)

    Google Scholar 

  17. 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)

    Google Scholar 

  18. Hanbury, A., Bhatti, N., Lupu, M., Mörzinger, R.: Patent image retrieval: A survey. In: Proc. of PaIR (2011)

    Google Scholar 

  19. Hansen, P.: Task-Based Information Seeking and Retrieval in the Patent Domain. Processes and Relationships. PhD thesis, University of Tampere (2011)

    Google Scholar 

  20. Hersh, W.: Information Retrieval: A Health and Biomedical Perspective, 3rd edn. Springer (2009)

    Google Scholar 

  21. 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)

    Article  Google Scholar 

  22. Huhns, M.N.: Agents as web services. IEEE Internet Computing 6(4), 93–95 (2002)

    Article  Google Scholar 

  23. Hunt, D., Nguyen, L., Rodgers, M.: Patent Searching. Wiley, Hoboken (2007)

    Google Scholar 

  24. Ingwersen, P., Järvelin, K.: The Turn: Integration of Information Seeking and Retrieval in Context. Springer (2005)

    Google Scholar 

  25. 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)

    Google Scholar 

  26. Lagemaat, W.G.: The future of information tools and technology - our joint effort. World Patent Information 35(2), 93–94 (2013)

    Article  Google Scholar 

  27. Luo, G., Tang, C.: On iterative intelligent medical search. In: Proc. of SIGIR (2008)

    Google Scholar 

  28. Lupu, M., Hanbury, A.: Patent Retrieval. Foundations and Trends in Information Retrieval 7(1) (2013)

    Google Scholar 

  29. Papazoglou, M.P., Georgakopoulos, D.: Introduction: Service-oriented computing. Commun. ACM 46(10), 24–28 (2003)

    Article  Google Scholar 

  30. 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)

    Google Scholar 

  31. Pletneva, N., Vargas, A., Boyer, C.: Requirements for the general public health search. Khresmoi Public Deliverable D8.1.1 (May 2011)

    Google Scholar 

  32. 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)

    Chapter  Google Scholar 

  33. 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)

    Google Scholar 

  34. 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)

    Google Scholar 

  35. 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)

    Google Scholar 

  36. 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)

    Google Scholar 

  37. 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)

    Google Scholar 

  38. Sanderson, M., Turpin, A., Zhang, Y., Scholer, F.: Differences in Effectiveness Across Sub-collections. In: Proc. of CIKM (2012)

    Google Scholar 

  39. 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)

    Google Scholar 

  40. 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)

    Article  Google Scholar 

  41. Trippe, A., Ruthven, I.: Current Challenges in Patent Information Retrieval. Evaluating Real Patent Retrieval Effectiveness, ch. 6. Springer (2011)

    Google Scholar 

  42. 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)

    Google Scholar 

  43. 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)

    Google Scholar 

  44. 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)

    Article  MATH  Google Scholar 

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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

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  • 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)

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