Using item-based collaborative filtering recommendation algorithm for Graduate School Library
Page views
754Date
2017Auteur
Thesis Adviser
Defense Panel Chair
Share
Metadata
Afficher la notice complète
Résumé
The Henry Luce Library (HLL) is a library system located in the campus of the Central Philippine University (CPU) in Jaro, Iloilo City, Philippines. The library is vital to support and strengthen the educational quality. Over time, a library has been the source of information through books, journals, magazine and other relevant materials that supports any type of learning processes. Nowadays, technology can help the community sift through all the available information that can be valuable and useful.
The Using Item-Based Collaborative Filtering Recommendation Algorithm for Graduate School Library System is designed for CPU Graduate School Library to enhance the current library operations. The system used an Item-based Collaborative Filtering Recommendation Algorithm to improve library material usage by recommending title to other patron’s that has similar taste.
The algorithm used rating scale and recommendations for library patrons are computed through Pearson’s correlation. The system supports the following features: housekeeping operations such as cataloging, inventory, and circulation services.
After thorough investigation of the problem cited in chapter one solution where created and implemented through Evolutionary prototype methodology. It has been proven that the system answers the problem and improves the process of the Graduate School Library.
Description
Abstract only
Suggested Citation
Ojacastro, R. L. J. A. (2017). Using item-based collaborative filtering recommendation algorithm for Graduate School Library (Unpublished Master's thesis). Central Philippine University, Jaro, Iloilo City.
Type
ThesisSujet
Department
School of Graduate StudiesDegree
Master of Science in Computer ScienceShelf Location
GSL Theses 004.72 Oj1
Physical Description
xiv, 105 leaves
Collections
Les fichiers de licence suivants sont associés à ce document :
Excepté là où spécifié autrement, la license de ce document est décrite en tant que Attribution-NonCommercial-NoDerivs 3.0 Philippines
Related items
Showing items related by title, author, creator and subject.
-
Teacher - Librarian Collaboration (TLC) among selected catholic secondary schools in Iloilo City: A basis for a proposed library instruction program
Sefil, Margarito S. (2018)This is a quantitative research which aimed to determine the level of TLC and the factors associated with it among the Catholic secondary schools in Iloilo City. It utilized self-administered survey instruments for teachers ... -
Students’ access, perceived efficiency of use, and extent of utilization of library resources, services and facilities of the University of La Salle Graduate Programs Library
Cuaycong, Ma. Jesusa C. (2015)This study determined the access, extent of utilization, and perception on efficiency use of library resources, services and facilities of the University of St. La Salle Graduate Program by graduate program students enrolled ... -
The current utilization and clientele preferences of the University of St. La Salle library[: A] basis for designing spaces for learning commons
Sanoria, Maricel T. S. (2018)The study was conducted to determine the current utilization of the library spaces, the clientele’s perception of the current design of the library spaces and the clientele’s library preferences of spaces. The results of ...