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Management of Scientific Documents and Visualization of Citation Relationships using Weighted Key Scientific Terms

Hui Wei, Youbing Zhao, Shaopeng Wu, Zhikun Deng, Farzad Parvinzamir, Feng Dong, Enjie Liu, Gordon Clapworthy
2016 Proceedings of the 5th International Conference on Data Management Technologies and Applications  
Effective management and visualization of scientific and research documents can greatly assist researchers by improving understanding of relationships (e.g. citations) between the documents.  ...  This paper presents work on the management and visualization of large corpuses of scientific papers in order to help researchers explore their citation relationships.  ...  Management of Scientific Documents and Visualization of Citation Relationships using Weighted Key Scientific Terms.  ... 
doi:10.5220/0005981501350143 dblp:conf/data/WeiZWDPDLC16 fatcat:ghhhxrealvcg7n5e2vy4fzr6aa

Revealing Comparative Advantages in the Backbone of Science [article]

Miguel Guevara, Marcelo Mendoza
2014 arXiv   pre-print
Using RCA, the diversity and ubiquity of each field of knowledge is mapped across countries. Then, a RCA-based proximity function is explored to visualize citation and h-index ubiquity.  ...  measures (for instance, the h-index) or document-based measures (for instance, the averaged number of citations per document).  ...  Science maps are visual representations of scientific artifacts and their relationships.  ... 
arXiv:1409.1911v1 fatcat:5do6izt2fje65l42noossixr5u

Analyzing and Visualizing Knowledge Structures of Health Informatics from 1974 to 2018: A Bibliometric and Social Network Analysis

Tahereh Saheb, Mohammad Saheb
2019 Healthcare Informatics Research  
We used CiteSpace 5.3 and VOSviewer to analyze data, and we used Gephi 0.9.2 and VOSviewer to visualize the networks.  ...  And this paper aims to map scientific networks; to uncover the explicit and hidden patterns, knowledge structures, and sub-structures in scientific networks; to track the flow and burst of scientific topics  ...  CiteSpace CiteSpace Scientometric analysis Co-citation analysis To measure the semantic similarity of documents by using citation analysis and citation relationships CiteSpace Gephi Country  ... 
doi:10.4258/hir.2019.25.2.61 pmid:31131140 pmcid:PMC6517625 fatcat:4zkybspmbffbjfgddd2ucb7mcy

Visualizing latent domain knowledge

C. Chen, J. Kuljis, R.J. Paul
2001 IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)  
Index Terms-Citation chains, knowledge discovery, knowledge domain visualization (KDViz), latent domain knowledge.  ...  Traditional citation analysis of scientific literature draws insights from strong citation patterns.  ...  ACKNOWLEDGMENT The authors would like to thank the anonymous referees and the guest editors for their valuable comments that helped to improve the quality of the original manuscript.  ... 
doi:10.1109/5326.983935 fatcat:xkjqawn4inejdpklmrlhysmvku

Bibliometric Analysis on Smart Cities Research

Yi-Ming Guo, Zhen-Ling Huang, Ji Guo, Hua Li, Xing-Rong Guo, Mpeoane Judith Nkeli
2019 Sustainability  
and used in the analysis of this paper.  ...  Concretely, this research visually demonstrates a comprehensive overview of the field relating to smart cities in terms of the production of regular publications, main domain of smart cities researchers  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/su11133606 fatcat:bjo5oemxubd2fhxgfpxsuf4cdm

Research Status and Trends of Science and Technology Evaluation in China—Visual Analysis Based on Knowledge Mapping

Honggang Yang, Haijing Zhang
2020 Intelligent Information Management  
In order to understand the current status and future trends of China's science and technology evaluation research, we use the visual analysis tool CiteSpace to use the source journals included in the Chinese  ...  social science citations from 1998-2019 as the data source, and evaluate the domestic science and technology evaluation papers from the number of publications, the co-occurrence of authors, Institutional  ...  Conflicts of Interest The authors declare no conflicts of interest regarding the publication of this paper.  ... 
doi:10.4236/iim.2020.126012 fatcat:rbn2ccmgwrgfvllh5ytbyamexe

Science and Technology Diplomacy and the Power of Students: The Case of Iranian Student in Malaysia

Abbas Ghanbari Baghestan, Mehrnoosh Akhtari-Zavare, Hadi Khani
2019 Figshare  
Using Malaysia as a specif case, the study shows a significant relationship between the presence of Iranian students in Malaysia and the growth of scientific and academic collaboration between the two  ...  The results of the study have many scientific, political, cultural,and social implications.  ...  In this paper, total publications, citations, the average citation per document, and field weight citations were selected as key indicators for in-depth analysis.  ... 
doi:10.6084/m9.figshare.7927214.v1 fatcat:47nb5m3atzchhbzcwsxwkt6nlm

Literature Explorer: effective retrieval of scientific documents through nonparametric thematic topic detection

Shaopeng Wu, Youbing Zhao, Farzad Parvinzamir, Nikolaos Th. Ersotelos, Hui Wei, Feng Dong
2019 The Visual Computer  
The visual analytics suite consists of a set of visual components that are closely coupled with the underlying thematic topic detection to support interactive document retrieval.  ...  While these publications offer rich and valuable information, the scale of the datasets makes it difficult for the researchers to manage and search for desired information efficiently.  ...  of nodes, each of which represents a key term, and E is the set of edges between the key words.  ... 
doi:10.1007/s00371-019-01721-7 fatcat:rgz3z4eiojbkdfia4xtdzyjl5a

A knowledgebase system to enhance scientific discovery: Telemakus

Sherrilynne S Fuller, Debra Revere, Paul F Bugni, George M Martin
2004 Biomedical Digital Libraries  
studies which have studied the relationship between neoplasms and vitamin E; and (3) visual exploration interface of linked relationships for interactive querying of research findings across the knowledgebase  ...  and provides a high-level surrogate to facilitate searching and rapid review of retrieved documents; (2) research findings, used to index the documents, allowing searchers to request, for example, research  ...  We also want to thank the National Library of Medicine for making the UMLS and MetaMap freely available to researchers.  ... 
doi:10.1186/1742-5581-1-2 pmid:15507158 pmcid:PMC524025 fatcat:ebqe6rg5y5eg3bpy6ttdo2nnde

Using position, fonts and cited references to retrieve scientific documents

Yen-Liang Chen, Li-Chen Cheng, Yun-Ling Cheng
2007 Journal of information science  
As more and more documents become available on the internet, finding documents that fit users' needs from databases containing millions of documents is becoming increasingly important.  ...  Since a scientific document is a structured text, it has some useful features that can be used to improve retrieval performance.  ...  Acknowledgments It is our pleasure to acknowledge the anonymous reviewers for their valuable suggestions and the careful reading of our manuscript.  ... 
doi:10.1177/0165551506075324 fatcat:gwijvs37qzecngswlksxp3cb3i

Semantic Enrichment of Scientific Publications and Metadata: Citation Analysis Through Contextual and Cognitive Analysis

Marc Bertin, Iana Atanassova
2012 D-Lib Magazine  
Cilleruelo, and J. Gavilanes. Visualizing the scientific landscape using maps of science. In S. P. Sethi, M. Bogataj, and L.  ...  This type of reference keys is more often used in human and social sciences. A classification of the different types of reference keys in scientific texts has been proposed by [4].  ... 
doi:10.1045/july2012-bertin fatcat:obpfnujcanhxvceh4crvy6ziky

Visualization and co-occurrence of journals in the area of information science in vis-a-vis the Qualis/Capes system in Brazil

Adilson Luiz Pinto, Alexandre Semeler-Ribas, Audilio Gonzales-Aguilar, Carole Clauzel
2015 Netcom  
Netcom Réseaux, communication et territoires 29-3/4 | 2015 Visualisation des réseaux, de l'information et de l'espace Visualization and co-occurrence of journals in the area of information science in vis-a-vis  ...  Abstract -This paper aims at qualifying scientific journals that are part of the listing Qualis/Capes Brazil.  ...  Our work is about citation and co-citation networks of scientific journals.  ... 
doi:10.4000/netcom.2116 fatcat:qberx3vo6jgqna7jaozcssjski

Knowledge Sharing and Transfer in an Open Innovation Context: Mapping Scientific Evolution

Izaskun Alvarez-Meaza, Naiara Pikatza-Gorrotxategi, Rosa Maria Rio-Belver
2020 Journal of Open Innovation: Technology, Market and Complexity  
It can be concluded that the scientific development of both concepts is an active field in the academic community, and also, that new key terms appear, opening new paths of research.  ...  The most recognized source of knowledge used in new research is directed towards university-company relationships in an open innovation environment.  ...  However, the citation of these scientific documents has grown more.  ... 
doi:10.3390/joitmc6040186 fatcat:67cbwghoebbtbaxrudsd5q5m4m

Extracting the commercialization gap between science and technology — Case study of a solar cell

Naoki Shibata, Yuya Kajikawa, Ichiro Sakata
2010 Technological forecasting & social change  
In this paper, we compared structures of the citation network of scientific publications with those of patents, and discussed the differences between them.  ...  Scientific research has tended to be more basic, especially in terms of cell design, whereas patents have focused on more applied technology used in solar cell modules.  ...  Acknowledgment This research was partially supported by the Ministry of Education, Science, Sports and Culture, Grant-in-Aid for Young Scientists (Start-up), 21800011, 2009.  ... 
doi:10.1016/j.techfore.2010.03.008 fatcat:lujn44k4frdrlbymppqt4rptoi

Worldwide Research on Socio-Hydrology: A Bibliometric Analysis

Gricelda Herrera-Franco, Néstor Montalván-Burbano, Paúl Carrión-Mero, Lady Bravo-Montero
2021 Water  
The results show us the term socio-hydrology as a new scientific discipline that has traces in the Scopus database in the past two decades.  ...  The technical and scientific analysis regarding studies of the water surface or groundwater has increasingly taken on a great social impact, which has led to the creation of the term socio-hydrology.  ...  The scientific production in socio-hydrology (490 documents) presents 7843 citations. Table 3 shows the 15 most cited documents, representing 35.89% of the total and having more than 70 citations.  ... 
doi:10.3390/w13091283 fatcat:2bythcm535bx3aevomo5k3pteq
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