The Role of NLP in the Development of a Digital (Automated) Library System

Eldor Akhmedov

doi:10.1997/h4pqh032

Authors

Eldor Akhmedov Samarkand State Institute of Foreign Languages, Uzbekistan Author

DOI:

https://doi.org/10.1997/h4pqh032

Keywords:

Digital library system, Natural Language Processing (NLP), text analysis, metadata, content processing, automatic classification, document and information retrieval, thesaurus

Abstract

The current technological landscape prominently features next-generation Natural Language Processing (NLP), emerging as a pivotal technology. In the contemporary Evolutionary Learning Systems (ELS) development, NLP assumes an increasingly vital role, encompassing essential tasks. NLP significantly contributes to the establishment of functionalities such as information retrieval, text mining, sentiment analysis, and other integral components within a digital library system. This article provides an in-depth exploration of the construction and progression of an electronic library system grounded in NLP technologies.

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References

Rahmatullayev M.A., Umarov A.O., Karimiv U.F., Muhammadiyev A.Sh. Avtomatlashtirilgan kutubxona. Toshkent. 2003

Lyne Da Sylva. NLP and Digital Library Management. École de bibliothéconomie et des sciences de lʻinformation, Université de Montréal, Canada. 2013

Stephen E. Robertson. A Brief History of Search Results Ranking. University College London. 2019

Stephen E. Robertson. On Using Fewer Topics in Information Retrieval Evaluations. University College London. 2013

Adam, N. R. (Ed.) (1995). Digital libraries: research and technology advances: ADL'95 Forum, McLean, Virginia, USA, May 15-17, Forum on Research and Technology Advances in Digital Libraries. Berlin: Springer, 1996.

Bainbridge, D., Twidale, M.V., &Nichols, D.M. (2011). That’s ’é’, not 'þ’’?’ or’☐’: A user-driven context-aware approach to erroneous metadata in digital libraries. In Proceedings of JCDL 2011, Ottawa, Canada, June13-17, 2011.

Batjargal, B., Khaltarkhuu, G., Kimura, F.; & Maeda, A. (2010). Ancient-to-modern Information Retrieval for Digital Collections of Traditional Mongolian Script. In Proceedings of ICADL2010, pp. 25-28.

Bearman,.D. (2008). Digital Libraries. Annual Review of Information Science and Technology, 41(1): 223-272.

Belkin, N., & Croft, B. (1992). Information Filtering and Information Retrieval: Two Sides of the Same Coin? Communications of the ACM, 35(12), 29-38.

Bethard, S., Ghosh, S., Martin, J. H., & Sumner, T. (2009). Topic model methods for automatically identifying out-of-scope resources. In Proceedings of JCDL2009: 9th ACM/IEEE-CS Joint Conference on Digital Libraries (pp. 19-28), Austin, TX, USA, June 15-19, 2009.

Bloehdorn, S., Cimiano, P., Duke, A., Haase, P., Heizmann, J., Thurlow, I., & Völker, J. (2007). Ontology-Based Question Answering for Digital Libraries. In L. Kovács, N. Fuhr, & C. Meghini (Eds.), Research and Advanced Technology for Digital Libraries. Lecture Notes in Computer Science, Volume 4675 (pp. 14-25).

Borgman, C. L. (2000). From Gutenberg to the Global Information Infrastructure: Access to Information in the Networked World. Cambridge, MA: The MIT Press.

Joorabchi, A., & Mahdi, A. E. (2008). Development of a National Syllabus Repository for Higher Education in Ireland. In B. Christensen-Dalsgaard, D. Castelli, B. Ammitzbøll Jurik, & J. Lippincott (Eds.), Research and Advanced Technology for Digital Libraries, Lecture Notes in Computer Science, 2008, Volume 5173 (pp. 197-208).

Kan, M.-Y., & Klavans, J. L. (2002). Using Librarian Techniques in Automatic Text Summarization for Information Retrieval. In Proceedings of JCDL’02, July 13-17, 2002, Portland, Oregon, USA.

Kanhabua, N., & Nørvåg, K. (2008) Improving Temporal Language Models for Determining Time of Non-timestamped Documents. In B. Christensen-Dalsgaard, D. Castelli, B. Ammitzbøll Jurik, & J. Lippincott (Eds.), Research and Advanced Technology for Digital Libraries. Lecture Notes in Computer Science, 2008, Volume 5173 (pp. 358-370).

en.wikipedia.or/wiki/digital_library