2011, Vol.22, No.2

Journal of the Korean Biblia Society for Library and Information Science 2023 KCI Impact Factor : 0.82

pISSN : 1229-2435 / eISSN : 2799-4767
https://journal.kci.go.kr/kbiblia

This study aims to identify the most effective statistical feature selecting method and context window size for word sense disambiguation using supervised methods. In this study, features were selected by four different methods: information gain, document frequency, chi-square, and relevancy. The result of weight comparison showed that identifying the most appropriate features could improve word sense disambiguation performance. Information gain was the highest. SVM classifier was not affected by feature selection and showed better performance in a larger feature set and context size. Naive Bayes classifier was the best performance on 10 percent of feature set size. kNN classifier on under 10 percent of feature set size. When feature selection methods are applied to word sense disambiguation, combinations of a small set of features and larger context window size, or a large set of features and small context windows size can make best performance improvements.

This study analyzed the policy of culture welfare in libraries for the information alienated groups. This study suggested several improvements as a conclusion. Research analyzed organizational tasks and policies for Ministry of Culture, Sports and Tourism, Planning Group for Library and Information Policy and the policies for libraries. First, library service for alienated class was centered in short term period projects. Second, it is hardware oriented such as building small libraries, places for disabled person, multi-cultural libraries. Due to the decentralization of policies for the groups with alienated information, and lack of public supportive policies for private library for the disabled, developing cooperative system is difficult. Third, we revealed that policies for quantitative production of alternative material were achieved. So, this study suggested professional policy in integrative cooperation in accordance with each domain and creation of a separate welfare library policy department and its activity.

This research intends to identity problem and to suggest improvement through examples of the children for Reading Camp connected on Reading with Library Program for Children of Alienation in the National Library for Children and Young Adult and to investigate the way of effective the reading camp. The study investigated the operational practices of reading camp programs in 6 areas in the country. Further, it conducted a survey with children and librarians participated in the reading camp program. Based on the results, effective reading camp operation has been suggested and some suggestions have been made to improve administration strategies for reading camp.