Mapping of topics in DESIDOC Journal of Library and Information Technology, India: a study

M Lamba, M Madhusudhan - Scientometrics, 2019 - Springer
This study analyzed 928 full-text research articles retrieved from DESIDOC Journal of
Library and Information Technology for the period of 1981–2018 using Latent Dirichlet …

Improving retrieval of short texts through document expansion

M Efron, P Organisciak, K Fenlon - … of the 35th international ACM SIGIR …, 2012 - dl.acm.org
Collections containing a large number of short documents are becoming increasingly
common. As these collections grow in number and size, providing effective retrieval of brief …

Protecting privacy in the archives: Preliminary explorations of topic modeling for born-digital collections

T Hutchinson - 2017 IEEE International Conference on Big …, 2017 - ieeexplore.ieee.org
Natural language processing (NLP) is an area of increased interest for digital archivists,
although most research to date has focused on digitized rather than born-digital collections …

Thematic research collections: Libraries and the evolution of alternative scholarly publishing in the humanities

KS Fenlon - 2017 - ideals.illinois.edu
Scholarship across disciplines is changing in the face of digital methodologies, novel forms
of evidence, and new communication technologies. In the humanities, scholars are …

Topic Modelling and its Application in Libraries: a review of specialized literature

M Lamba, M Madhusudhan - World Digital Libraries-An …, 2022 - content.iospress.com
Text mining application is one of the most trending and highly researched areas in social
sciences. To date, library professionals' knowledge of text mining tools and practice is …

Evaluating rater quality and rating difficulty in online annotation activities

P Organisciak, M Efron, K Fenlon… - Proceedings of the …, 2012 - Wiley Online Library
Gathering annotations from non‐expert online raters is an attractive method for quickly
completing large‐scale annotation tasks, but the increased possibility of unreliable …

Tooling the aggregator's workbench: Metadata visualization through statistical text analysis

K Fenlon, M Efron, P Organisciak - Proceedings of the …, 2012 - Wiley Online Library
Digital library interoperability efforts have succeeded in making large‐scale aggregation of
digital collections technically feasible, to the extent that aggregations have become critical …

Author-topic modeling of DESIDOC journal of library and information technology (2008-2017), India

M Lamba, M Madhusudhan - Library Philosophy and Practice, 2019 - search.proquest.com
This study presents a method to analyze textual data and applying it to the field of Library
and Information Science. This paper subsumes a special case of Latent Dirichlet Allocation …

CoBITs: a distributed indexing approach to collaborative content-based multimedia retrieval across digital archives

JH Wang, HC Chang - Multimedia Tools and Applications, 2015 - Springer
There's more and more precious content digitized in digital archives especially for cultural
heritage. It could cost much effort in digitization and archiving. To meet the requirements in a …

[PDF][PDF] Modeling the Hebrew Bible: Potential of Topic Modeling Techniques for Semantic Annotation and Historical Analysis.

M Coeckelbergs, S Van Hooland - SWASH@ ESWC, 2016 - ceur-ws.org
Providing useful and efficient semantic annotations is a major challenge for knowledge
design of any body of text, especially historical documents. In this article, we propose Topic …