Title
Signature based trouble ticket classification.
Abstract
When a critical system exhibits an incident during its operation, a ticket is usually generated by the monitoring systems or users to describe its issue and should be fixed by system maintenance teams in an acceptable short period of time to avoid serious economic or reputation losses. Although there are a few works about ticket classification, they suffer from poor performance because of the obvious characteristics of unstructured, short free-text with large vocabulary size, large volume, and so on.
Year
DOI
Venue
2018
10.1016/j.future.2017.07.054
Future Generation Computer Systems
Keywords
Field
DocType
Document clustering,Ticket classification,Domain knowledge,Local search,Signature,Semantic similarity
Data mining,Domain knowledge,Computer science,Critical system,Ticket,Group signature,Information technology management,Local search (optimization),Vocabulary,Reputation
Journal
Volume
Issue
ISSN
78
P1
0167-739X
Citations 
PageRank 
References 
1
0.35
22
Authors
5
Name
Order
Citations
PageRank
Jian Xu192.63
hang zhang23116.05
Wubai Zhou313411.29
Rouying He431.13
Tao Li538741.20