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188
An integrated theory of the mind
- PSYCHOLOGICAL REVIEW
, 2004
"... There has been a proliferation of proposed mental modules in an attempt to account for different cognitive functions but so far there has been no successful account of their integration. ACT-R (Anderson & Lebiere, 1998) has evolved into a theory that consists of multiple modules but also explain ..."
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Cited by 780 (73 self)
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There has been a proliferation of proposed mental modules in an attempt to account for different cognitive functions but so far there has been no successful account of their integration. ACT-R (Anderson & Lebiere, 1998) has evolved into a theory that consists of multiple modules but also explains how they are integrated to produce coherent cognition. The perceptual-motor modules, the goal module, and the declarative memory module are presented as examples of specialized systems in ACT-R. These modules are associated with distinct cortical regions. These modules place chunks in buffers where they can be detected by a production system that responds to patterns of information in the buffers. At any point in time a single production rule is selected to respond to the current pattern. Subsymbolic processes serve to guide the selection of rules to fire as well as the internal operations of some modules. Much of learning involves tuning of these subsymbolic processes. Empirical examples are presented that illustrate the predictions of ACT-R’s modules. In addition, two models of complex tasks are described to illustrate how these modules result in strong predictions when they are brought together. One of these models is concerned with complex patterns of behavioral data in a dynamic task and the other is concerned with fMRI data obtained in a study of symbol manipulation.
If Not Now, When?: The Effects of Interruption at Different Moments Within Task Execution
- In CHI ’04: Proceedings of the SIGCHI conference on Human factors in computing systems
, 2004
"... User attention is a scarce resource, and users are susceptible to interruption overload. Systems do not reason about the effects of interrupting a user during a task sequence. In this study, we measure effects of interrupting a user at different moments within task execution in terms of task perform ..."
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Cited by 146 (6 self)
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User attention is a scarce resource, and users are susceptible to interruption overload. Systems do not reason about the effects of interrupting a user during a task sequence. In this study, we measure effects of interrupting a user at different moments within task execution in terms of task performance, emotional state, and social attribution. Task models were developed using event perception techniques, and the resulting models were used to identify interruption timings based on a user’s predicted cognitive load. Our results show that different interruption moments have different impacts on user emotional state and positive social attribution, and suggest that a system could enable a user to maintain a high level of awareness while mitigating the disruptive effects of interruption. We discuss implications of these results for the design of an attention manager. Categories & Subject Descriptors H.5.2 [Information Interfaces and Presentation]: User Interfaces — evaluation/methodology, user-centered
Human symbol manipulation within an integrated cognitive architecture
- Cognitive Science
, 2005
"... This article describes the Adaptive Control of Thought–Rational (ACT–R) cognitive architecture (Anderson et al., 2004; Anderson & Lebiere, 1998) and its detailed application to the learning of algebraic symbol manipulation. The theory is applied to modeling the data from a study by Qin, Anderson ..."
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Cited by 101 (27 self)
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This article describes the Adaptive Control of Thought–Rational (ACT–R) cognitive architecture (Anderson et al., 2004; Anderson & Lebiere, 1998) and its detailed application to the learning of algebraic symbol manipulation. The theory is applied to modeling the data from a study by Qin, Anderson, Silk, Stenger, & Carter (2004) in which children learn to solve linear equations and perfect their skills over a 6-day period. Functional MRI data show that: (a) a motor region tracks the output of equation solutions, (b) a prefrontal region tracks the retrieval of declarative information, (c) a parietal region tracks the transformation of mental representations of the equation, (d) an anterior cingulate region tracks the setting of goal information to control the information flow, and (e) a caudate region tracks the firing of productions in the ACT–R model. The article concludes with an architectural comparison of the competence children display in this task and the competence that monkeys have shown in tasks that require manipulations of sequences of elements.
Threaded cognition: An integrated theory of concurrent multitasking
- Psychological Review
, 2008
"... The authors propose the idea of threaded cognition, an integrated theory of concurrent multitasking—that is, performing 2 or more tasks at once. Threaded cognition posits that streams of thought can be represented as threads of processing coordinated by a serial procedural resource and executed acro ..."
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Cited by 101 (38 self)
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The authors propose the idea of threaded cognition, an integrated theory of concurrent multitasking—that is, performing 2 or more tasks at once. Threaded cognition posits that streams of thought can be represented as threads of processing coordinated by a serial procedural resource and executed across other available resources (e.g., perceptual and motor resources). The theory specifies a parsimonious mechanism that allows for concurrent execution, resource acquisition, and resolution of resource conflicts, without the need for specialized executive processes. By instantiating this mechanism as a computational model, threaded cognition provides explicit predictions of how multitasking behavior can result in interference, or lack thereof, for a given set of tasks. The authors illustrate the theory in model simulations of several representative domains ranging from simple laboratory tasks such as dual-choice tasks to complex real-world domains such as driving and driver distraction.
Disruption and Recovery of Computing Tasks: Field Study, Analysis, and Directions
- In Proceedings of the Conference on Human Factors in Computing Systems - CHI 2007 (Apr. 28-May 3
, 2007
"... We report on a field study of the multitasking behavior of computer users focused on the suspension and resumption of tasks. Data was collected with a tool that logged users’ interactions with software applications and their associated windows, as well as incoming instant messaging and email alerts. ..."
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Cited by 77 (10 self)
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We report on a field study of the multitasking behavior of computer users focused on the suspension and resumption of tasks. Data was collected with a tool that logged users’ interactions with software applications and their associated windows, as well as incoming instant messaging and email alerts. We describe methods, summarize results, and discuss design guidelines suggested by the findings.
Enabling effective human-robot interaction using perspective-taking in robots
- IEEE Transactions on Systems, Man, and Cybernetics
, 2005
"... Abstract—We propose that an important aspect of human–robot interaction is perspective-taking. We show how perspective-taking occurs in a naturalistic environment (astronauts working on a collaborative project) and present a cognitive architecture for performing perspective-taking called Polyscheme. ..."
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Cited by 67 (10 self)
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Abstract—We propose that an important aspect of human–robot interaction is perspective-taking. We show how perspective-taking occurs in a naturalistic environment (astronauts working on a collaborative project) and present a cognitive architecture for performing perspective-taking called Polyscheme. Finally, we show a fully integrated system that instantiates our theoretical framework within a working robot system. Our system successfully solves a series of perspective-taking problems and uses the same frames of references that astronauts do to facilitate collaborative problem solving with a person. Index Terms—Cognitive modeling, human–robot-interaction, perspective-taking.
Task interruption: Resumption lag & the role of cues
- In Proc. Cognitive Science Society
"... The consequences of interrupting someone in the middle of a complex task are of considerable practical and theoretical interest. We examine one behavioral measure of the disruption caused by task interruption, namely the resumption lag, or the time needed to “collect one’s thoughts ” and restart a t ..."
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Cited by 58 (7 self)
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The consequences of interrupting someone in the middle of a complex task are of considerable practical and theoretical interest. We examine one behavioral measure of the disruption caused by task interruption, namely the resumption lag, or the time needed to “collect one’s thoughts ” and restart a task after an interruption is over. The resumption lag (in our task environment) was double the interval between uninterrupted actions (3.8 s vs. 1.9 s), indicating a substantial disruptive effect. To probe the nature of the disruption, we examined the role of external cues associated with the interrupted task, finding that cues available immediately before an interruption facilitate performance immediately afterwards (reducing the resumption lag). This cueavailability effect suggests that people deploy preparatory perceptual and memory processes, apparently spontaneously, to mitigate the disruptive effects of task interruption.
Recovering from interruptions: Implications for driver distraction research
- Human Factors
, 2004
"... This research adopted a model of goal activation to study the mechanisms underlying interrupted task performance. The effects of interruption timing, type of interruption, and age on task time and primary task resumption time were explored under conditions in which attention was switched back and fo ..."
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Cited by 54 (16 self)
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This research adopted a model of goal activation to study the mechanisms underlying interrupted task performance. The effects of interruption timing, type of interruption, and age on task time and primary task resumption time were explored under conditions in which attention was switched back and forth between two tasks, much as when drivers shift attention between attending to the road and to an in-vehicle task. The timing of interruptions had a significant impact on task resumption times, indicating that the most costly time to interrupt task performance is during the middle of a task. However, this effect was overshadowed by age-related performance decrements for older participants. Interruptions that prevented strategic rehearsal of goals resulted in longer resumption times as compared with interruptions that allowed rehearsal. Actual or potential applications of this research include the design of in-vehicle device user interfaces, the timing of invehicle messages, and current metrics for assessing driver distraction.
The attentional costs of interrupting task performance at various stages
- In Proceedings of the Human Factors and Ergonomics Society 46th Annual Meeting
, 2002
"... The visual occlusion technique has received considerable attention in recent years as a method for measuring the interruptible aspects of in-vehicle information system (IVIS) task performance. Because the visual occlusion technique lacks a loading task during “occluded ” periods, an alternate method ..."
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Cited by 52 (8 self)
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The visual occlusion technique has received considerable attention in recent years as a method for measuring the interruptible aspects of in-vehicle information system (IVIS) task performance. Because the visual occlusion technique lacks a loading task during “occluded ” periods, an alternate method was adopted to provide increased sensitivity to the attentional costs of interruptions on IVIS-style task performance. Participants alternated between performing a VCR programming task and a simple tracking task. Results indicate that it does matter at which point the VCR task is interrupted in terms of time to resume the VCR task. Specifically, the resumption time, or lag, was lowest right before beginning a new task stage such as entering the show endtime, or when performing a repetitive scrolling task. The results suggest that it might be appropriate to include measures of resumption lag when testing the interruptability of IVIS-style tasks. One of the key challenges for in-vehicle information system (IVIS) designers is to build user interfaces that are conducive to multi-tasking, thereby minimizing driver distraction. One way to think about
An integrated model of cognitive control in task switching
- Psychological Review
, 2008
"... All in-text references underlined in blue are linked to publications on ResearchGate, letting you access and read them immediately. ..."
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Cited by 46 (7 self)
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All in-text references underlined in blue are linked to publications on ResearchGate, letting you access and read them immediately.