標題: Connecting IM Pattern and Selective Perceived Responsiveness to Relationship: A Cluster-Based Approach
作者: Lee, Hao-Ping
Chen, Kuan-Yin
Lin, Chih-Heng
Chang, Yung-Ju
交大名義發表
National Chiao Tung University
關鍵字: responsiveness;instant messaging;k-means algorithm;clustering
公開日期: 1-Jan-2019
摘要: As people utilize instant messaging (IM) to communicate with people of various relationships, they pay different amounts of attention to and have different communication practices with them of different relationships. However, we haven't seen a close investigation of how users' IM communication patterns relate to different groups of IM contacts. We collected IM logs of 547 sender-recipient pairs from 33 smartphone users over the course of 4 weeks, and used k-mean clustering to identify 6 clusters of these users' IM communication patterns. We illustrate the characteristics of the IM patterns of these distinct clusters as well as how the patterns relate to the relationship between the senders and the recipients within these clusters respectively.
URI: http://dx.doi.org/10.1145/3341162.3344841
http://hdl.handle.net/11536/153326
ISBN: 978-1-4503-6869-8
DOI: 10.1145/3341162.3344841
期刊: UBICOMP/ISWC'19 ADJUNCT: PROCEEDINGS OF THE 2019 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING AND PROCEEDINGS OF THE 2019 ACM INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS
起始頁: 1070
結束頁: 1074
Appears in Collections:Conferences Paper