A systematic review of scholar context-aware recommender systems

ZD Champiri, SR Shahamiri, SSB Salim - Expert Systems with Applications, 2015 - Elsevier
Incorporating contextual information in recommender systems is an effective approach to
create more accurate and relevant recommendations. This review has been conducted to …

Analysis of book circulation data and a book recommendation system in academic libraries using data mining techniques

S Khademizadeh, Z Nematollahi, F Danesh - Library & Information Science …, 2022 - Elsevier
The use of data mining modern technology in library management systems and information
centers is of great importance. With the increasing availability of a large quantity of …

Data mining in academic libraries: a systematic review

S Khademi, F Rafieinasab… - International Journal of …, 2023 - ijism.isc.ac
Libraries, as organizations that typically deal with significant amounts of data, can use data
mining techniques to make informed decisions based on discovered knowledge to optimize …

Book recommendation based on library loan records and bibliographic information

K Tsuji, N Takizawa, S Sato, U Ikeuchi, A Ikeuchi… - Procedia-social and …, 2014 - Elsevier
In 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 …

Development of an open source automated library system with book recommedation system for small libraries

K Puritat, K Intawong - … Conference on Digital Arts, Media and …, 2020 - ieeexplore.ieee.org
This paper aims to develop an open source automated library system with book
recommendation by using a combined method applied for small library systems. This …

Meta-analysis of evaluation methods and metrics used in context-aware scholarly recommender systems

Z Dehghani Champiri, A Asemi… - … and Information Systems, 2019 - Springer
With the current growth of the proposed contextual recommending algorithms, evaluating
them becomes more critical. Researchers of recommender systems have expressed …

[PDF][PDF] Book Recommendation for Library Automation Use in School Libraries by Multi Features of Support Vector Machine

K Puritat, P Julrode, P Ariya, S Sangamuang… - International Journal of …, 2021 - academia.edu
This paper proposed the algorithms of book recommendation for the open source of library
automation by using machine learning method of support vector machine. The algorithms …

Using data mining techniques to predict user's behavior and create recommender systems in the libraries and information centers

N Ansari, H Vakilimofrad, M Mansoorizadeh… - Global Knowledge …, 2021 - emerald.com
Purpose This study aims to analyze and predict a user's behavior and create recommender
systems in libraries and information centers, using data mining techniques …

Investigating the potential impact of non-personalized recommendations in the OPAC: Amazon vs. WorldCat. org

S Wakeling, P Clough, B Sen - … of the 5th Information Interaction in …, 2014 - dl.acm.org
Recent research into the functionality of Online Public Access Catalogues (OPACs) has led
to a call for such systems to incorporate functionality to facilitate resource discovery, and …

Analysis of current recommendation techniques and evaluation metrics to design an improved book recommendation system

S Malik, A Rana, M Bansal - Electronic Systems and Intelligent Computing …, 2022 - Springer
Sometimes users face difficulty in searching required content on the digital platform due to
an enοrmous amοunt of information. But this hassle may be solved with the assist of a …