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- abstractMay 2019
Weaving the Topics of CHI: Using Citation Network Analysis to Explore Emerging Trends
CHI EA '19: Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing SystemsPaper No.: LBW0115, Pages 1–6https://doi.org/10.1145/3290607.3312776This paper provides a comprehensive and novel analysis of the annual conference proceedings of CHI to explore the structure and evolution of the community. Self-awareness is healthy for a diverse and dynamic community, allowing it to anticipate and ...
- research-articleApril 2019
Artificial Intelligence in Smart Cities: Systematic Literature Network Analysis
ICEGOV '19: Proceedings of the 12th International Conference on Theory and Practice of Electronic GovernancePages 259–269https://doi.org/10.1145/3326365.3326400The adoption of artificial intelligence (AI) has recently gained increasing attention in the smart cities context. Given the relevance of this topic, the aim of this paper is to conduct a literature review to investigate the role of AI in the different ...
- research-articleJanuary 2019
Effective discovery of missing links in citation networks using citation relevancy check process
International Journal of Business Intelligence and Data Mining (IJBIDM), Volume 14, Issue 4Pages 473–488https://doi.org/10.1504/ijbidm.2019.099960Effective dissemination of knowledge published by eminent authors in reputed journals and ensuring that the referred work is cited properly is the need of the hour. Citation analysis is about the similarity measures of articles or journals which are put ...
- research-articleDecember 2018
CitationLDA++: an Extension of LDA for Discovering Topics in Document Network
SoICT '18: Proceedings of the 9th International Symposium on Information and Communication TechnologyPages 31–37https://doi.org/10.1145/3287921.3287930Along with rapid development of electronic scientific publication repositories, automatic topics identification from papers has helped a lot for the researchers in their research. Latent Dirichlet Allocation (LDA) model is the most popular method which ...
- research-articleDecember 2017
Managing and Visualizing Citation Network Using Graph Database and LDA Model
SoICT '17: Proceedings of the 8th International Symposium on Information and Communication TechnologyPages 100–105https://doi.org/10.1145/3155133.3155154In this paper, a solution of storing and inferring on citation network using graph database and topic model is proposed. Citation network is a very large directed graph containing nodes and edges. Each node is a paper and each directed edge is a link ...
- abstractApril 2016
A Query-oriented Approach for Relevance in Citation Networks
WWW '16 Companion: Proceedings of the 25th International Conference Companion on World Wide WebPages 401–406https://doi.org/10.1145/2872518.2890518Finding a relevant set of publications for a given topic of interest is a challenging problem. We propose a two-stage query-dependent approach for retrieving relevant papers given a keyword-based query. In the first stage, we utilize content similarity ...