Paper recommender systems: a literature survey

J Beel, B Gipp, S Langer, C Breitinger - International Journal on Digital …, 2016 - Springer
In the last 16 years, more than 200 research articles were published about research-paper
recommender systems. We reviewed these articles and present some descriptive statistics in …

An anatomization of research paper recommender system: Overview, approaches and challenges

R Sharma, D Gopalani, Y Meena - Engineering Applications of Artificial …, 2023 - Elsevier
The purpose of this study is to present an exhaustive analysis on research paper
recommender systems which have become very popular and gained a lot of research …

A survey on scholarly data: From big data perspective

S Khan, X Liu, KA Shakil, M Alam - Information Processing & Management, 2017 - Elsevier
Recently, there has been a shifting focus of organizations and governments towards
digitization of academic and technical documents, adding a new facet to the concept of …

Towards effective research-paper recommender systems and user modeling based on mind maps

J Beel - arxiv preprint arxiv:1703.09109, 2017 - arxiv.org
While user-modeling and recommender systems successfully utilize items like emails, news,
and movies, they widely neglect mind-maps as a source for user modeling. We consider this …

Studying the cognitive relatedness between topics in the global science landscape: the case of big data research

X Lyu, R Costas - Journal of Information Science, 2024 - journals.sagepub.com
Taking Big Data research as a case study, this article intends to investigate the cognitive
relatedness of research topics across the global science landscape to a focal topic. Several …

Comparison of text-based and linked-based metrics in terms of estimating the similarity of articles

M Goltaji, J Abbaspour, A Jowkar… - … of Librarianship and …, 2024 - journals.sagepub.com
The aim of this study is to identify the power of text-based metrics (Cosine and Lucene
similarity) and linked-based (Co-citation, bibliographic coupling, Amsler, PageRank, and …

Related records retrieval and pennant retrieval: An exploratory case study

M Akbulut, Y Tonta, HD White - Scientometrics, 2020 - Springer
Abstract The Related Records feature in the Web of Science retrieves records that share at
least one item in their reference lists with the references of a seed record. This search …

Cloud-based big data management and analytics for scholarly resources: Current trends, challenges and scope for future research

S Khan, KA Shakil, M Alam - arxiv preprint arxiv:1606.01808, 2016 - arxiv.org
With the shifting focus of organizations and governments towards digitization of academic
and technical documents, there has been an increasing need to use this reserve of scholarly …

A statistical approach for modeling inter-document semantic relationships in digital libraries

J Muralikumar, SA Seelan, N Vijayakumar… - Journal of Intelligent …, 2017 - Springer
E-Learning repositories and digital libraries are fast becoming important sources for
gathering information and learning material. Such systems must therefore provide services …

İlgi Sıralamalarının Artırımlı Olarak Geliştirilmesi: Pennant Erişimle Desteklenen Yeni Bir Yöntem Önerisi

M Akbulut, Y Tonta - Türk Kütüphaneciliği, 2022 - dergipark.org.tr
Amaç: İlgi sıralaması algoritmaları erişilen belgeleri arama sorgularıyla belgeler arasındaki
konusal benzerlik (ilgi) derecelerine göre sıralar. Bu çalışmanın amacı; bir olasılıksal konu …