Dynamic network analytics for recommending scientific collaborators

Partner Selection in China Interorganizational Patent Cooperation Network Based on Link Prediction Approaches

(2021) Wei Chen et al.   Sustainability

Attention neural collaboration filtering based on GRU for recommender systems

(2021) Hongbin Xia et al.   Complex & Intelligent Systems

Proximity‐aware research leadership recommendation in research collaboration via deep neural networks

(2021) Chaocheng He et al.   Journal of the Association for Information Science and Technology

HNRWalker: recommending academic collaborators with dynamic transition probabilities in heterogeneous networks

(2020) Chen Yang et al.   SCIENTOMETRICS

Link prediction of scientific collaboration networks based on information retrieval

(2020) Dmytro Lande et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

A multi-level fusion based decision support system for academic collaborator recommendation

(2020) Tribikram Pradhan et al.   KNOWLEDGE-BASED SYSTEMS

Stacking models for nearly optimal link prediction in complex networks

(2020) Amir Ghasemian et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Formational bounds of link prediction in collaboration networks

(2019) Jinseok Kim et al.   SCIENTOMETRICS

Spatial–temporal restricted supervised learning for collaboration recommendation

(2019) Qi Zhang et al.   SCIENTOMETRICS

CSTeller: forecasting scientific collaboration sustainability based on extreme gradient boosting

(2019) Wei Wang et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

The Structure and Dynamic of Scientific Collaboration Network among Countries along the Belt and Road

(2019) Qinchang Gui et al.   Sustainability

Attribute-Aware Graph Recurrent Networks for Scholarly Friend Recommendation Based on Internet of Scholars in Scholarly Big Data

(2019) Chunyou Zhang et al.   IEEE Transactions on Industrial Informatics

A content-based recommender system for computer science publications

(2018) Donghui Wang et al.   KNOWLEDGE-BASED SYSTEMS

Trust-Aware Collaborative Filtering with a Denoising Autoencoder

(2018) Meiqi Wang et al.   NEURAL PROCESSING LETTERS

A link prediction method for heterogeneous networks based on BP neural network

(2018) Ji-chao Li et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Emerging trends and new developments in information science: a document co-citation analysis (2009–2016)

(2018) Jianhua Hou et al.   SCIENTOMETRICS

SeCo-LDA: Mining Service Co-occurrence Topics for Composition Recommendation

(2018) Zhenfeng Gao et al.   IEEE Transactions on Services Computing

Exploit latent Dirichlet allocation for collaborative filtering

(2018) Zhoujun Li et al.   Frontiers of Computer Science

Aggregating Author Profiles from Multiple Publisher Networks to Build a List of Potential Collaborators

(2018) Karim Alinani et al.   IEEE Access

Does deep learning help topic extraction? A kernel k-means clustering method with word embedding

(2018) Yi Zhang et al.   Journal of Informetrics

Research collaboration model in academic social networks

(2018) Dinh Tuyen Hoang et al.   Enterprise Information Systems

Collaborator recommendation in heterogeneous bibliographic networks using random walks

(2017) Xing Zhou et al.   Information Retrieval Journal

Kernel framework based on non-negative matrix factorization for networks reconstruction and link prediction

(2017) Wenjun Wang et al.   KNOWLEDGE-BASED SYSTEMS

A domain keyword analysis approach extending Term Frequency-Keyword Active Index with Google Word2Vec model

(2017) Kai Hu et al.   SCIENTOMETRICS

Multivariate stochastic regression in time series modeling

(2017) Tze Leung Lai et al.   STATISTICA SINICA

Scientific evolutionary pathways: Identifying and visualizing relationships for scientific topics

(2017) Yi Zhang et al.   Journal of the Association for Information Science and Technology

Collaborator recommendation in heterogeneous bibliographic networks using random walks

(2017) Xing Zhou et al.   Information Retrieval Journal

A collaborative approach for research paper recommender system

(2017) Khalid Haruna et al.   PLoS One

A Novel Recommendation Model Regularized with User Trust and Item Ratings

(2016) Guibing Guo et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Exploiting Publication Contents and Collaboration Networks for Collaborator Recommendation

(2016) Xiangjie Kong et al.   PLoS One

Collaborator recommendation in interdisciplinary computer science using degrees of collaborative forces, temporal evolution of research interest, and comparative seniority status

(2015) Paweena Chaiwanarom et al.   KNOWLEDGE-BASED SYSTEMS

Incorporating Linguistic Knowledge for Learning Distributed Word Representations

(2015) Yan Wang et al.   PLoS One

Social network analysis of biomedical research collaboration networks in a CTSA institution

(2014) Jiang Bian et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Recommending research collaborations using link prediction and random forest classifiers

(2014) Raf Guns et al.   SCIENTOMETRICS

Predicting and recommending collaborations: An author-, institution-, and country-level analysis

(2014) Erjia Yan et al.   Journal of Informetrics

Evaluating measures of semantic similarity and relatedness to disambiguate terms in biomedical text

(2013) Bridget T. McInnes et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Link prediction in complex networks: A survey

(2010) Linyuan Lü et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Predicting missing links via local information

(2009) Tao Zhou et al.   EUROPEAN PHYSICAL JOURNAL B

Software survey: VOSviewer, a computer program for bibliometric mapping

(2009) Nees Jan van Eck et al.   SCIENTOMETRICS

Evolution of research activities and intellectual influences in information science 1996-2005: Introducing author bibliographic-coupling analysis

(2008) Dangzhi Zhao et al.   JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY