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Behavioural Markers: Bridging the Gap between Art of Analysis and Science of Analytics in Criminal Intelligence
2017
2017 European Intelligence and Security Informatics Conference (EISIC)
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A low level semantic action sequence computation technique has been proposed to extract these BMs from captured process log. ...
Studying how intelligence analysts use interaction in visualization systems is an important part of evaluating how well these interactions support analysis needs, like generating insights or performing ...
ACKNOWLEDGEMENT The research results reported here has received funding from the European Union Seventh Framework Programme FP7/2007-2013 through Project VALCRI, European Commission Grant Agreement N° ...
doi:10.1109/eisic.2017.30
dblp:conf/eisic/IslamW17
fatcat:trfiqxam3raadh7d7u7yd5vv2y
Analytic Provenance as Constructs of Behavioural Markers for Externalizing Thinking Processes in Criminal Intelligence Analysis
[chapter]
2018
Community-Oriented Policing and Technological Innovations
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The adjacency and centrality matrices for the action sequence graph as shown in Fig. 10 .1 have been computed. ...
Current approaches such as -finite state systems for fixed manipulable elements, a priori establishment of fixed sequences for clearly defined tasks, exhausting all possible sequences for tasks with unpredictable ...
doi:10.1007/978-3-319-89294-8_10
fatcat:q3hoipi5mzhnjpl7ondf7rrq2e
Narrative Sensemaking: Strategies for Narrative Maps Construction
[article]
2021
arXiv
pre-print
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The insights extracted from our study can be used to design narrative map visualizations, extraction algorithms, and visual analytics tools to support the sensemaking process. ...
They allow analysts to understand the big picture of a narrative, uncover new relationships between events, and model connections between storylines. ...
ACKNOWLEDGMENTS We would like to thank the InfoVis Lab at Virginia Tech and the Social Computing Lab at the University of Washington for their valuable comments and feedback on early drafts of the paper ...
arXiv:2108.06035v2
fatcat:odlfvqg3kveevkoiymbur5ody4
Sense-making Strategies for the Interpretation of Visualizations—Bridging the Gap between Theory and Empirical Research
2017
Multimodal Technologies and Interaction
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On the one hand, it is an open question which theoretical models are appropriate for the explanation of these activities. ...
We will try to relate approaches describing the usage of heuristics and everyday thinking with existing empirical studies describing sense-making of visualizations. ...
., for events, actors as well as time intervals, to generate insights, or go a step back and follow another inquiry. ...
doi:10.3390/mti1030016
fatcat:47u6fwia2vdwziqfhy2gpposn4
Using Graph-based Modelling to explore changes in students' affective states during exploratory learning tasks
2017
Educational Data Mining
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We describe a graph-based modelling approach to exploring interactions associated with a change in students' affective state when they are working with an exploratory learning environment (ELE). ...
Student-system interactions data collected during a user study was modelled, visualized and queried as a graph. ...
That work uses the graph-modelled data to automatically generate feedback for the student, whereas we use a graph-based modelling approach to investigate the effects of the system's interventions in order ...
dblp:conf/edm/GrawemeyerWSHMP17
fatcat:to767pwyxvhzloqdvstt5endya
Pattern Discovery of User Interface Sequencing by Rehabilitation Clients with Cognitive Impairments
2012
2012 45th Hawaii International Conference on System Sciences
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We show how Max Motif, a sequence-mining algorithm, can be applied using a stream-mining approach. ...
This paper introduces theory and design of stream sequence-mining for UI event streams. 45th Hawaii International Conference on System Sciences 978-0-7695-4525-7/12 $26.00 ...
The approach appears appropriate for analysis of human event sequences. In particular, it addresses the randomly occurring events that can arise from individuals with cognitive impairments. ...
doi:10.1109/hicss.2012.467
dblp:conf/hicss/RobinsonSAD12
fatcat:uofjctlt65c7rcl57z6575owji
NeurOS™ and NeuroBlocks™ a neural/cognitive operating system and building blocks
2015
Biologically Inspired Cognitive Architectures
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A NeurOS application is a directed "neural graph" of modular components connected by signal paths, similar to biological brain connectivity and functional block diagrams of neural pathways. ...
NeurOS sub-graph assemblies address neural/cognitive functions including perception, pattern learning and recognition, working memory, imagination, prediction, context priming, attention, abstraction, ...
of temporally
related events
Data Generator
Reify
Print
Print events to a window
Generate Patterns
Generate random pattern-recognition events
from a pattern space
Plot
History ...
doi:10.1016/j.bica.2014.11.011
fatcat:rw4cypbu3za3jowj27dplrnmbu
Local Patterns to Global Architectures: Influences of Network Topology on Human Learning
2016
Trends in Cognitive Sciences
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A core question in cognitive science is how humans acquire and represent knowledge about their environments. ...
Here we connect statistical learning approaches in cognitive science, which are rooted in learners' sensitivity to local distributional regularities, and network science approaches to characterizing global ...
Cognitive systems are generally thought to adhere to a complex network structure, a type of graph structure that is neither truly random nor truly regular [26] . ...
doi:10.1016/j.tics.2016.06.003
pmid:27373349
pmcid:PMC4970514
fatcat:jst6xjvg3jazjdvx45tqobrgmm
Option generation in decision-making research: why just talk?
2013
Frontiers in Psychology
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For example, asking "What determines whether options are generated from memory, through automatic perceptual processes, or by creative cognition?" ...
edges, each trajectory representing what the agent perceives as an optional sequence of events and actions in the world. ...
doi:10.3389/fpsyg.2013.00728
pmid:24130543
pmcid:PMC3795303
fatcat:sxwbbswqhbbhpoiwg4kxeuv2yq
A Naturalistic Assessment of the Organization of Children's Memories Predicts Cognitive Functioning and Reading Ability
2016
Mind, Brain, and Education
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To explore the relationship between memory and early school performance, we used graph theory to investigate memory reports from 76 children aged 6-8 years. ...
To our knowledge, this is the first study demonstrating a link between the structure of children's memories and their cognitive or academic performance. ...
A moving window analysis of graph attributes was performed using windows with length of 50 words and 90% overlap from one window to the next, which means that for the first 50 words we generated a graph ...
doi:10.1111/mbe.12122
fatcat:hb7z2execnbp3dpyg7rjhfkjwy
Representation and Identification of Approximately Similar Event Sequences
[chapter]
2015
Advances in Intelligent Systems and Computing
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In this paper, we describe a novel approach to identifying and storing sequences of related events, with scope for approximate matching. ...
We present an algorithm enabling efficient addition of a new sequence pattern. Examination of the sequences by human experts could further refine and modify general patterns of events. ...
In this paper we describe a novel approach to identifying sequences of related events, with scope for assistance from human experts. ...
doi:10.1007/978-3-319-26154-6_7
fatcat:v2eac4ru2nhh7luizptavbfkwu
Design Principles for Comprehensible Process Discovery in Process Mining
2020
European Conference on Information Systems
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Therefore, we adopt metrics from various disciplines such as information theory, business process modelling, process mining, graph aesthetics, and cognitive load theory to define design principles for ...
But, at the same time, they contain potential insights for decisionmakers. ...
Additionally, we apply fundamental principles from graph aesthetics and cognitive load theory. ...
dblp:conf/ecis/StierleZDTK20
fatcat:x7wtrrqshrenzeafud3ro3dvcu
Insights into the role of somatic mosaicism in the brain
2017
Current Opinion in Systems Biology
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We highlight how systems biology approaches are particularly well suited for the complex emerging field of brain somatic mosaicism. ...
and cognition. ...
But the frequency of these events remains somewhat controversial, with estimates ranging from ~1 event in every five cells to ~13 events per cell [1, 6, 17] . ...
doi:10.1016/j.coisb.2016.12.004
pmid:29226270
pmcid:PMC5718369
fatcat:4cv3qflambgslcm2qvwrteygay
Prediction‐Based Learning and Processing of Event Knowledge
2019
Topics in Cognitive Science
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Knowledge of common events is central to many aspects of cognition. Intuitively, it seems as though events are linear chains of the activities of which they are comprised. ...
We conclude that knowledge of the temporal structure of events in the human mind emerges as a consequence of prediction-based learning. ...
Events as graphs Finally, we introduced an approach for studying event structure based on graph theory. ...
doi:10.1111/tops.12482
pmid:31840440
fatcat:stivakslabdhtkdrwknenjmhsy
Quantitative Characteristics of Human-Written Short Stories as a Metric for Automated Storytelling
2020
New generation computing
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from them. ...
The proposed method of story analysis is tested over two additional sources, the ROCStories corpus and stories generated by automated storytellers, to illustrate the valuable insights that may be derived ...
The thematic frames include a sequence of events. ...
doi:10.1007/s00354-020-00111-1
fatcat:542lpidyuzgz5lky2wkb4vyelm
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