ST Sequence Miner: visualization and mining of spatio-temporal event sequences

2020 ◽  
Vol 36 (10-12) ◽  
pp. 2369-2381
Author(s):  
Baran Koseoglu ◽  
Erdem Kaya ◽  
Selim Balcisoy ◽  
Burcin Bozkaya
Keyword(s):  
Event Sequences ◽  
Spatio Temporal ◽  
Temporal Event Sequences

Discovering Relationship Patterns Among Associated Temporal Event Sequences

2019 ◽  
pp. 107-123 ◽  
Author(s):  
Chao Han ◽  
Lei Duan ◽  
Zhangxi Lin ◽  
Ruiqi Qin ◽  
Peng Zhang ◽  
...  
Keyword(s):  
Relationship Patterns ◽  
Event Sequences ◽  
Temporal Event Sequences

scholarly journals Sequence Braiding: Visual Overviews of Temporal Event Sequences and Attributes

2020 ◽  
Author(s):  
Sara Di Bartolomeo ◽  
Yixuan Zhang ◽  
Fangfang Sheng ◽  
Cody Dunne
Keyword(s):  
Completion Time ◽  
Source Code ◽  
Good Evidence ◽  
Task Completion ◽  
Event Sequences ◽  
Sentinel Events ◽  
Temporal Events ◽  
High Level ◽  
Over Time ◽  
Temporal Event Sequences

Temporal event sequence alignment has been used in many domains to visualize nuanced changes and interactions over time. Existing approaches align one or two sentinel events. Overview tasks require examining all alignments of interest using interaction and time or juxtaposition of many visualizations. Furthermore, any event attribute overviews are not closely tied to sequence visualizations. We present SEQUENCE BRAIDING, a novel overview visualization for temporal event sequences and attributes using a layered directed acyclic network.SEQUENCE BRAIDING visually aligns many temporal events and attribute groups simultaneously and supports arbitrary ordering, absence, and duplication of events. In a controlled experiment we compare SEQUENCE BRAIDING and IDMVis on user task completion time, correctness, error, and confidence. Our results provide good evidence that users of SEQUENCE BRAIDING can understand high-level patterns and trends faster and with similar error. A full version of this paper with all appendices;the evaluation stimuli, data, and analysis code; and source code are available at osf.io/s92bu.

scholarly journals Sequen-C: A Multilevel Overview of Temporal Event Sequences

2021 ◽  
pp. 1-1
Author(s):  
Jessica Magallanes ◽  
Tony Stone ◽  
Paul D Morris ◽  
Suzanne Mason ◽  
Steven Wood ◽  
...  
Keyword(s):  
Event Sequences ◽  
Temporal Event Sequences

scholarly journals Analyzing Time Attributes in Temporal Event Sequences

2019 ◽  
Author(s):  
Jessica Magallanes ◽  
Lindsey van Gemeren ◽  
Steven Wood ◽  
Maria-Cruz Villa-Uriol
Keyword(s):  
Event Sequences ◽  
Temporal Event Sequences

Simplifying Overviews of Temporal Event Sequences

2016 ◽  
Author(s):  
Matthew Louis Mauriello ◽  
Ben Shneiderman ◽  
Fan Du ◽  
Sana Malik ◽  
Catherine Plaisant
Keyword(s):  
Event Sequences ◽  
Temporal Event Sequences

scholarly journals Sequence Braiding: Visual Overviews of Temporal Event Sequences and Attributes

2020 ◽  
pp. 1-1
Author(s):  
Sara Di Bartolomeo ◽  
Yixuan Zhang ◽  
Fangfang Sheng ◽  
Cody Dunne
Keyword(s):  
Event Sequences ◽  
Temporal Event Sequences
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