Book Recommendation Based on Library Loan Records and Bibliographic Information

AbstractIn order to show the effectiveness of using (a) library loan records and (b) information about book contents as a basis for book recommendations, we entered various data into a support vector machine (SVM), used it to recommend books to subjects, and asked them for evaluations of the recommendations that were given. The data that we used were (1) confidence and support with an association rule that was based on the loan records, (2) similarities between book titles, (3) matches/mismatches between the Nippon Decimal Classification (NDC) categories of the books, and (4) similarities between the outlines of the books in the BOOK Database. The subjects were 32 students who belonged to T University. The books that we recommended and the loan records that we used were obtained from the T University Library. The results showed that the combinations of (1), (2), (3) and (1), (2) were rated more favorably by the subjects than the other combinations. However, the books that were recommended by Amazon were rated even more favorably by the subjects. This is a topic for further research

THE STATUS OF CIRCULATION SECTION IN TRIBHUVAN UNIVERSITY CENTRAL LIBRARY

This study entitled ”The status of circulation section in Tribhuvan University Central Library” has been carried out basing upon the substantive issues raised by its users about the important aspect of circulation section, its opening time and duration. There is the problem of overdue books. And questions have been raised about the clearance certificate which is compulsory for the PG students, who, in fact are not the bonafied members of TUCL. The present study has been carried out with the objectives to find out the obvious reasons behind it revealing the present status of circulation services of TUCL. This study also discusses about the opening time of TUCL, book issued and returned per year, the users opinion about over dues and compulsory clearance system for the PG students. This study has not covered the over all aspects of TUCL, but only about its circulation section and faculty members and students of other department, are not included due to lack of time and resource. This study has great significance to know the present status of circulation system of TUCL and to find out the problem faced by PG students outside the University Campus, Kirtipur. Different literature, explaining circulation system of various academic and public libraries have been reviewed to get information related to our study. About eleven literature have been reviewed from books, Journals and web. The study has been focused on circulation system of TUCL. However, other activities like membership, overdue, and clearance certificate services have been implicitly carried out. Data have been collected using questionnaire method in this research. Collected data have been tabulated, analyzed and interpreted in a systematic way. Hundred questionnaires were distributed and they were duly filled and returned. 70 percentage of the respondents have said that they are satisfied with the present opening time and rest 30% showed their dissatisfaction. Majority of the respondents (76%) urged TUCL to provide more effective services. They ( 68%) suggested to improve the card filing strictly following alphabetical order. (68%) of the respondents expressed their concern about the proper shelving of books in the book shelves. Majority of the respondents(55%) also pointed the need of the library regular orientation program. A brief summary including all the facts and figures have been provided and a succinct conclusion has been drawn. Necessary recommendation has been made based upon the study. • Circulation service should be carried out till the library opens. • There must not be wide gap between library opening time and circulation service providing time. • Books are to be properly shelved. • Cards are to be filed strictly in alphabetical order. • Library orientation programs are to be conducted timely. • Advocacy of rules and regulation should be properly done. • Circulation section has to be well equipped technically. • Circulation staffs are to be made more cooperative and users friendly. • Some additional staffs are to be deputed in the circulation section. • New books are materials are to be supplied in the library. • The dissatisfied PG students of other campuses are to be reminded and explained about the reason and policy of TUCL

Special Libraries, December 1966

Volume 57, Issue 10https://scholarworks.sjsu.edu/sla_sl_1966/1009/thumbnail.jp

Application of Artificial Intelligence and Machine Learning in Libraries: A Systematic Review

As the concept and implementation of cutting-edge technologies like artificial intelligence and machine learning has become relevant, academics, researchers and information professionals involve research in this area. The objective of this systematic literature review is to provide a synthesis of empirical studies exploring application of artificial intelligence and machine learning in libraries. To achieve the objectives of the study, a systematic literature review was conducted based on the original guidelines proposed by Kitchenham et al. (2009). Data was collected from Web of Science, Scopus, LISA and LISTA databases. Following the rigorous/ established selection process, a total of thirty-two articles were finally selected, reviewed and analyzed to summarize on the application of AI and ML domain and techniques which are most often used in libraries. Findings show that the current state of the AI and ML research that is relevant with the LIS domain mainly focuses on theoretical works. However, some researchers also emphasized on implementation projects or case studies. This study will provide a panoramic view of AI and ML in libraries for researchers, practitioners and educators for furthering the more technology-oriented approaches, and anticipating future innovation pathways

Integrated Online Media Management Systems For Media Centers: A Model For Selection And Effective Use

The researcher proposed to advice in the selection of an Integrated Online Library System (IOLS) for use in the 103 school media centers in the Palm Beach County Schools, Florida. This was accomplished by evaluating the two finalists of those vendors who answered the district\u27s Request for Proposal (RFP). Of the five vendors who responded to the RFP. CLSI and SIRSI were selected as the systems most likely to meet the needs of the media centers of the school district. An overview and definition of IOLS was first discussed. This overview then related itself to the needs of the school district as presented in the RFP. A selection criteria was then designed from previous research on the subject to help find the ideal system. The history and development of an Integrated Online Library System was important in seeing where the systems have originated in contrast to the systems in the Eighties to the also revealed the present time. Literature IOLS principles of operation. The Request for Proposal reflected the needs assessment discussed over several years of committee meetings of representatives from various schools. The committees explored IOLS automated options and compared these options. The RFP outlined the system requirements. Thoughts on staff attitudes while planning for a system were also considered. Each system was evaluated with the criteria outlined in the RFP. The background and capabilities of both systems were explored. This exploration took place where by the benchmark tests, on-site demonstrations systems were in use daily, conferences with the vendors, systems. And reading literature reviews on both systems. Evaluation guidelines and criteria were found in library resources. The functions required for terminal access requirements, process for data conversion, vendor background and reliability, contained in these library resources. And the cost were contained in these library resources. The results of this study culminated in the official recommendation of the SIRSI to be purchased by the district\u27s school board. It was the expectation of the author of this document to see the purchase of the recommended system by the school board and have it implemented in all the schools in the district within a three year period following the submission of the recommendation

Special Libraries, September 1975

Volume 66, Issue 9https://scholarworks.sjsu.edu/sla_sl_1975/1007/thumbnail.jp

Special Libraries, October 1963

Volume 54, Issue 8https://scholarworks.sjsu.edu/sla_sl_1963/1007/thumbnail.jp

Special Libraries, September 1968

Volume 59, Issue 7https://scholarworks.sjsu.edu/sla_sl_1968/1006/thumbnail.jp

A plan for the establishment of a national bibliographic network for Kuwait in the light of international and local standards

This research was carried out in order to gather information on the current situation and practices of libraries in Kuwait so as to investigate the possibly of designing a model for establishment of a national bibliographic network in the State of Kuwait. As context for the research, background is provided on national bibliographic networks in developed countries and in the Arab World, together with consideration of the role of a national library in such a network. In order to gather data, three questionnaire surveys (for library administrators, cataloguers and automation specialists) were distributed to all types of libraries in Kuwait. Information was sought on the composition and training of staff, the nature and extent of library resources and databases, the degree of automation of systems and services, and the nature of co-operation and resource sharing. Opinions were also sought on the feasibility of establishing centralised cataloguing and the implementation of a national bibliographic network. Follow-up interviews were also carried out, and professionals in both Kuwait and Saudi Arabia were consulted for advice on practical solutions and recommendations for an effective national bibliographic network. The findings of the questionnaire surveys indicated some deficiencies that Kuwait libraries face: the absence of a leadership role by the national library; lack of a deposit law for national publications that would ensure a collection that would provide central focal point for a national information infrastructure; coverage by the national bibliography is neither comprehensive nor adequate; there are no formal systems of co-operation for resource sharing; implementation of standards for bibliographic services has been ineffective; many libraries still lack automated systems; lack of professional staff was noted by all sectors. Nevertheless, respondents were positive in their concern for needing strong leadership, adequate financial support for the national library, and expressed a desire for co-operation, which was felt to be possible even under the current circumstances. Based on the findings of the survey and experience described in the literature, it is concluded that a national library is the most appropriate body to develop and maintain the bibliographic databases that would be the centre of national bibliographic network. A model for such a network is presented, discussing the links to different libraries in the country and the duties and responsibilities of the national and other libraries in attaining successful functioning of the network. Recommendations are made for the functioning of the proposed national bibliographic network