Literature review of data mining applications in academic libraries

L Siguenza-Guzman, V Saquicela… - The Journal of Academic …, 2015 - Elsevier
This article provides a comprehensive literature review and classification method for data
mining techniques applied to academic libraries. To achieve this, forty-one practical …

Identifying document topics using the Wikipedia category network

P Schönhofen - Web Intelligence and Agent Systems: An …, 2009 - content.iospress.com
In the last few years the size and coverage of Wikipedia, a community edited, freely
available on-line encyclopedia has reached the point where it can be effectively used to …

A personalized ontology model for web information gathering

X Tao, Y Li, N Zhong - IEEE transactions on knowledge and …, 2010 - ieeexplore.ieee.org
As a model for knowledge description and formalization, ontologies are widely used to
represent user profiles in personalized web information gathering. However, when …

Ontology mining for personalized web information gathering

X Tao, Y Li, N Zhong, R Nayak - IEEE/WIC/ACM International …, 2007 - ieeexplore.ieee.org
It is well accepted that ontology is useful for personalized Web information gathering.
However, it is challenging to use semantic relations of" kind-of"," part-of", and" related-to" …

Research dataset discovery from research publications using web context

A Singhal, J Srivastava - Web Intelligence, 2017 - content.iospress.com
Scientific datasets play a crucial role in data-driven research. While there are several
repositories that curate public datasets, several more datasets and their usage is “hidden” in …

A knowledge retrieval model using ontology mining and user profiling

X Tao, Y Li, R Nayak - Integrated Computer-Aided …, 2008 - content.iospress.com
Over the last decade, the rapid growth and adoption of the World Wide Web has further
exacerbated the user need for efficient mechanisms for information and knowledge location …

A knowledge-based model using ontologies for personalized web information gathering

X Tao, Y Li, N Zhong - Web Intelligence and Agent Systems …, 2010 - content.iospress.com
Nowadays, how to gather useful and meaningful information from the Web has become
challenging to all users because of the explosion in the amount of Web information …

An ontology-based framework for knowledge retrieval

X Tao, Y Li, N Zhong, R Nayak - 2008 IEEE/WIC/ACM …, 2008 - ieeexplore.ieee.org
Retrieving accurate information from the Web is a great challenge to users. The existing
information retrieval systems are mostly term-based and thus need to be enhanced toward …

Neighborhood-user profiling based on perception relationship in the micro-blog scenario

J Zheng, B Zhang, X Yue, G Zou, J Ma, K Jiang - Journal of Web Semantics, 2015 - Elsevier
In the micro-blog scenario, personal user profiling relying on content is limited for
recommending desired diverse subjects due to its shortcomings of short text, often leading to …

Adopting relevance feature to learn personalized ontologies

Y Shen, Y Li, Y Xu - AI 2012: Advances in Artificial Intelligence: 25th …, 2012 - Springer
Relevance feature and ontology are two core components to learn personalized ontologies
for concept-based retrievals. However, how to associate user native information with …