Management of scientific documents and visualization of citation relationships using weighted key scientific terms

Hui Wei
,
Youbing Zhao
,
Enjie Liu
,
Shaopeng Wu
,
Zhikun Deng
,
Farzad Parvinzamir

University of Bedfordshire

Research Output:

Chapter in Book/Report/Conference proceeding

Conference contribution

Peer-review

Open access

Abstract

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. Term selection and weighting are used for mining citation relationships by identifying the most relevant. To this end, we present a variation of the TF-IDF scheme, which uses external domain resources as references to calculate the term weighting in a particular domain; document weighting is taken into account in the calculation of term weighting from a group of citations. A simple hierarchical word weighting method is also presented. The work is supported by an underlying architecture for document management using NoSQL databases and employs a simple visualization interface.

Publication Information

Output type

Research Output:

Chapter in Book/Report/Conference proceeding

Conference contribution

Peer-review

Original language

English

Pages from-to (Number of pages)

Pages 135-143

Publication milestones

Published - 31/12/2016

Publication status

Published - 31/12/2016

Publisher

SciTePress

ISBN (Print)

9789897581939

Publication IDs

handle.net: 10547/624194
Scopus: 84991078970

Host publication title

Proceedings of the 5th International Conference on Data Management Technologies and Applications

Access to documents

10.5220/0005981501350143

DATA_2016_36.pdf

Accepted author manuscript, 770.61 KB

License:CC BY-NC-ND

https://www.scitepress.org/Link.aspx%3Fdoi%3D10.5220%252f0005981501350143

Handle.net

Persistent link

Publication metrics

Metrics

Scopus

Download statistics

Download count

PlumX, opens in new tab

Captures

Related Event

Title

5th International Conference on Data Management Technologies and Applications

Description

5th International Conference on Data Management Technologies and Applications (24/07/2016-26/07/2016, Lisbon)

Event type

Conference

Date

24/07/2016 - 26/07/2016

Location

Lisbon