Topic modeling for expert finding using latent Dirichlet allocation

S Momtazi, F Naumann - Wiley Interdisciplinary Reviews: Data …, 2013 - Wiley Online Library
The task of expert finding is to rank the experts in the search space given a field of expertise
as an input query. In this paper, we propose a topic modeling approach for this task. The …

Automated expertise retrieval: A taxonomy-based survey and open issues

R Gonçalves, CF Dorneles - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Understanding people's expertise is not a trivial task since it is time-consuming when
manually executed. Automated approaches have become a topic of research in recent years …

Misinformation-oriented expert finding in social networks

G Li, M Dong, F Yang, J Zeng, J Yuan, C **… - World Wide Web, 2020 - Springer
Due to the distributed and decentralized nature of social media, respective content that
contains misinformation is usually propagated without any type of moderation, which may …

Locating experts using social media, based on social capital and expertise similarity

SL Huang, SC Lin, RJ Hsieh - Journal of Organizational Computing …, 2016 - Taylor & Francis
Information and communication technologies boost knowledge activities, both within and
across organizations, and in online communities. Determining how to effectively search for …

Exploring an ethnography-based knowledge network model for professional communication analysis of knowledge integration

MA Hannah, M Simeone - IEEE Transactions on Professional …, 2018 - ieeexplore.ieee.org
In contemporary knowledge-intensive spaces, workers often team with experts from different
disciplinary backgrounds and different geographic locations and, thus, they face the …

Social context analysis for topic-specific expert finding in online learning communities

Y Li, S Ma, R Huang - Smart Learning Environments, 2015 - Springer
With increasing trend toward lifelong learning, online learning communities have become
important places for people to seek and share knowledge. Yet with the increasing number of …

Expertise ranking in question-answer social network groups

C Puttan, T Senivongse - The 2013 10th International Joint …, 2013 - ieeexplore.ieee.org
Online social networks have become the major channel for people to maintain relationships,
collaborate, and contribute shared information. A social network group can be created as a …

[PDF][PDF] Design of a Novel Intelligent Framework for Finding Experts and Learning Peers in Open Knowledge Communities.

P Wu, S Yu - EAI Endorsed Trans. Future Intell. Educ. Environ., 2015 - aic-fe.bnu.edu.cn
Open knowledge communities (OKCs) are computer supported collaborative learning
environments that provide opportunities for social knowledge construction, collaboration …

Context injection in expert finding

R Gonçalves, CF Dorneles - Proceedings of the Brazilian Symposium on …, 2022 - dl.acm.org
Expert finding is a subject of research in information retrieval and, often, is taken to mean
expertise retrieval within a specific organization. The task involves finding an expert on a …

Expert finding in Citizen Science platform via weighted PageRank algorithm

Z Saoud, C Fontaine - Advances in Intelligent Data Analysis XVII, 2018 - hal.science
Several citizen science platforms aiming at monitoring biodiversity have emerged in the
recent years. These platforms collect biodiversity data from participants and allow them to …