Behavioral Pattern Identification through Visual Language Parsing and Code Instrumentation

Author(s):  
Andrea De Lucia ◽  
Vincenzo Deufemia ◽  
Carmine Gravino ◽  
Michele Risi
Author(s):  
Shalabh Gupta ◽  
Abhishek Srivastav ◽  
Asok Ray

This paper presents a novel method of pattern identification in complex systems using the tools derived from statistical thermodynamics. Complexity issues arise in natural or human-engineered systems due to behavioral uncertainties and nonlinearities involved in the process dynamics. The paper introduces a novel concept of behavioral pattern identification and anomaly detection in mechanical systems from macroscopically observed time series of the available sensor data. The theme is built upon the principles of Statistical Thermodynamics and Information Theory. The efficacy of this method is experimentally validated on a laboratory apparatus where the behavioral changes accrue from the evolving fatigue damage in polycrystalline alloy structures.


2019 ◽  
Author(s):  
Cinzia Di Dio ◽  
Federico Manzi ◽  
Giulia Peretti ◽  
Angelo Cangelosi ◽  
Paul L. Harris ◽  
...  

Studying trust within human-robot interaction is of great importance given the social relevance of robotic agents in a variety of contexts. We investigated the acquisition, loss and restoration of trust when preschool and school-age children played with either a human or a humanoid robot in-vivo. The relationship between trust and the quality of attachment relationships, Theory of Mind, and executive function skills was also investigated. No differences were found in children’s trust in the play-partner as a function of agency (human or robot). Nevertheless, 3-years-olds showed a trend toward trusting the human more than the robot, while 7-years-olds displayed the reverse behavioral pattern, thus highlighting the developing interplay between affective and cognitive correlates of trust.


Author(s):  
Fernanda Augustini Pezzato ◽  
Alessandra Salina Brandão ◽  
Claudia Kami Bastos Oshiro

Therapeutic strategies described as effective for anxiety disorders include behavioral and cognitive-behavioral procedures of exposure and coping of aversive situations. However, considering that the behavioral pattern common in anxiety disorders is the phobic avoidance, the application of these strategies may difficult the adhesion or promote escape and avoidance of the therapeutic process. The Functional Analytic Psychotherapy is an alternative for dealing with these avoidance/escape behaviors and it can promote coping responses. This case report describes an analysis of the therapeutic relationship of a client with Panic Disorder and Agoraphobia. The intervention based on FAP was considered to help dealing with the avoidance behavior in the therapeutic process. Results show the efficacy of the procedures adopted and confirm the possibility of using FAP for improving the effectiveness of the empirically based psychotherapies.


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