Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization

Yue Su; Sibai Sun; Yuan Xuan; Lei Shi

doi:10.1109/ICDMW.2015.105

Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization

Yue Su
, Sibai Sun
, Yuan Xuan
, Lei Shi

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

This paper presents VEGAS-an online system that can illustrate the influence of one scientific paper on citation networks via the influence graph summarization and visualization. The system is built over an algorithm pipeline that maximizes the rate of influence flows in the final summarization. Both visualization and interaction designs are described with respect to a real usage scenario of the VEGAS system.

Original language	English
Title of host publication	Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015
Editors	Xindong Wu, Alexander Tuzhilin, Hui Xiong, Jennifer G. Dy, Charu Aggarwal, Zhi-Hua Zhou, Peng Cui
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1652-1655
Number of pages	4
ISBN (Electronic)	9781467384926
DOIs	https://doi.org/10.1109/ICDMW.2015.105
State	Published - 29 Jan 2016
Externally published	Yes
Event	15th IEEE International Conference on Data Mining Workshop, ICDMW 2015 - Atlantic City, United States Duration: 14 Nov 2015 → 17 Nov 2015

Publication series

Name	Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015

Conference

Conference	15th IEEE International Conference on Data Mining Workshop, ICDMW 2015
Country/Territory	United States
City	Atlantic City
Period	14/11/15 → 17/11/15

Keywords

Citation network
influence summarization
visualization

Access to Document

10.1109/ICDMW.2015.105

Cite this

Su, Y., Sun, S., Xuan, Y., & Shi, L. (2016). Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization. In X. Wu, A. Tuzhilin, H. Xiong, J. G. Dy, C. Aggarwal, Z.-H. Zhou, & P. Cui (Eds.), Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015 (pp. 1652-1655). Article 7395880 (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICDMW.2015.105

Su, Yue ; Sun, Sibai ; Xuan, Yuan et al. / Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization. Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. editor / Xindong Wu ; Alexander Tuzhilin ; Hui Xiong ; Jennifer G. Dy ; Charu Aggarwal ; Zhi-Hua Zhou ; Peng Cui. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 1652-1655 (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).

@inproceedings{365f36ca7a9e44c280ebe2007475ecdc,

title = "Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization",

abstract = "This paper presents VEGAS-an online system that can illustrate the influence of one scientific paper on citation networks via the influence graph summarization and visualization. The system is built over an algorithm pipeline that maximizes the rate of influence flows in the final summarization. Both visualization and interaction designs are described with respect to a real usage scenario of the VEGAS system.",

keywords = "Citation network, influence summarization, visualization",

author = "Yue Su and Sibai Sun and Yuan Xuan and Lei Shi",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015 ; Conference date: 14-11-2015 Through 17-11-2015",

year = "2016",

month = jan,

day = "29",

doi = "10.1109/ICDMW.2015.105",

language = "英语",

series = "Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1652--1655",

editor = "Xindong Wu and Alexander Tuzhilin and Hui Xiong and Dy, \{Jennifer G.\} and Charu Aggarwal and Zhi-Hua Zhou and Peng Cui",

booktitle = "Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015",

address = "美国",

}

Su, Y, Sun, S, Xuan, Y & Shi, L 2016, Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization. in X Wu, A Tuzhilin, H Xiong, JG Dy, C Aggarwal, Z-H Zhou & P Cui (eds), Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015., 7395880, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015, Institute of Electrical and Electronics Engineers Inc., pp. 1652-1655, 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015, Atlantic City, United States, 14/11/15. https://doi.org/10.1109/ICDMW.2015.105

Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization. / Su, Yue; Sun, Sibai; Xuan, Yuan et al.
Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. ed. / Xindong Wu; Alexander Tuzhilin; Hui Xiong; Jennifer G. Dy; Charu Aggarwal; Zhi-Hua Zhou; Peng Cui. Institute of Electrical and Electronics Engineers Inc., 2016. p. 1652-1655 7395880 (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization

AU - Su, Yue

AU - Sun, Sibai

AU - Xuan, Yuan

AU - Shi, Lei

PY - 2016/1/29

Y1 - 2016/1/29

N2 - This paper presents VEGAS-an online system that can illustrate the influence of one scientific paper on citation networks via the influence graph summarization and visualization. The system is built over an algorithm pipeline that maximizes the rate of influence flows in the final summarization. Both visualization and interaction designs are described with respect to a real usage scenario of the VEGAS system.

AB - This paper presents VEGAS-an online system that can illustrate the influence of one scientific paper on citation networks via the influence graph summarization and visualization. The system is built over an algorithm pipeline that maximizes the rate of influence flows in the final summarization. Both visualization and interaction designs are described with respect to a real usage scenario of the VEGAS system.

KW - Citation network

KW - influence summarization

KW - visualization

UR - https://www.scopus.com/pages/publications/84964789004

U2 - 10.1109/ICDMW.2015.105

DO - 10.1109/ICDMW.2015.105

M3 - 会议稿件

AN - SCOPUS:84964789004

T3 - Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015

SP - 1652

EP - 1655

BT - Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015

A2 - Wu, Xindong

A2 - Tuzhilin, Alexander

A2 - Xiong, Hui

A2 - Dy, Jennifer G.

A2 - Aggarwal, Charu

A2 - Zhou, Zhi-Hua

A2 - Cui, Peng

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015

Y2 - 14 November 2015 through 17 November 2015

ER -

Su Y, Sun S, Xuan Y, Shi L. Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization. In Wu X, Tuzhilin A, Xiong H, Dy JG, Aggarwal C, Zhou ZH, Cui P, editors, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Institute of Electrical and Electronics Engineers Inc. 2016. p. 1652-1655. 7395880. (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015). doi: 10.1109/ICDMW.2015.105

Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization

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