|
|
|
|
| LEADER |
01000naa a22002652 4500 |
| 001 |
NLM26333466X |
| 003 |
DE-627 |
| 005 |
20231224203657.0 |
| 007 |
cr uuu---uuuuu |
| 008 |
231224s2017 xx |||||o 00| ||eng c |
| 028 |
5 |
2 |
|a pubmed24n0877.xml
|
| 035 |
|
|
|a (DE-627)NLM26333466X
|
| 035 |
|
|
|a (NLM)27514051
|
| 040 |
|
|
|a DE-627
|b ger
|c DE-627
|e rakwb
|
| 041 |
|
|
|a eng
|
| 100 |
1 |
|
|a Shen, Qiaomu
|e verfasserin
|4 aut
|
| 245 |
1 |
0 |
|a NameClarifier
|b A Visual Analytics System for Author Name Disambiguation
|
| 264 |
|
1 |
|c 2017
|
| 336 |
|
|
|a Text
|b txt
|2 rdacontent
|
| 337 |
|
|
|a ƒaComputermedien
|b c
|2 rdamedia
|
| 338 |
|
|
|a ƒa Online-Ressource
|b cr
|2 rdacarrier
|
| 500 |
|
|
|a Date Completed 30.07.2018
|
| 500 |
|
|
|a Date Revised 30.07.2018
|
| 500 |
|
|
|a published: Print-Electronic
|
| 500 |
|
|
|a Citation Status PubMed-not-MEDLINE
|
| 520 |
|
|
|a In this paper, we present a novel visual analytics system called NameClarifier to interactively disambiguate author names in publications by keeping humans in the loop. Specifically, NameClarifier quantifies and visualizes the similarities between ambiguous names and those that have been confirmed in digital libraries. The similarities are calculated using three key factors, namely, co-authorships, publication venues, and temporal information. Our system estimates all possible allocations, and then provides visual cues to users to help them validate every ambiguous case. By looping users in the disambiguation process, our system can achieve more reliable results than general data mining models for highly ambiguous cases. In addition, once an ambiguous case is resolved, the result is instantly added back to our system and serves as additional cues for all the remaining unidentified names. In this way, we open up the black box in traditional disambiguation processes, and help intuitively and comprehensively explain why the corresponding classifications should hold. We conducted two use cases and an expert review to demonstrate the effectiveness of NameClarifier
|
| 650 |
|
4 |
|a Journal Article
|
| 650 |
|
4 |
|a Research Support, Non-U.S. Gov't
|
| 700 |
1 |
|
|a Wu, Tongshuang
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Yang, Haiyan
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Wu, Yanhong
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Qu, Huamin
|e verfasserin
|4 aut
|
| 700 |
1 |
|
|a Cui, Weiwei
|e verfasserin
|4 aut
|
| 773 |
0 |
8 |
|i Enthalten in
|t IEEE transactions on visualization and computer graphics
|d 1996
|g 23(2017), 1 vom: 11. Jan., Seite 141-150
|w (DE-627)NLM098269445
|x 1941-0506
|7 nnns
|
| 773 |
1 |
8 |
|g volume:23
|g year:2017
|g number:1
|g day:11
|g month:01
|g pages:141-150
|
| 912 |
|
|
|a GBV_USEFLAG_A
|
| 912 |
|
|
|a SYSFLAG_A
|
| 912 |
|
|
|a GBV_NLM
|
| 912 |
|
|
|a GBV_ILN_350
|
| 951 |
|
|
|a AR
|
| 952 |
|
|
|d 23
|j 2017
|e 1
|b 11
|c 01
|h 141-150
|