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    Article

    Automatic domain modeling for human–robot interaction

    This paper introduces an approach to automatic domain modeling for human–robot interaction. The proposed approach is symbolic and intended for semantically unconstrained task-oriented human–robot interaction d...

    Srđan Ž. Savić, Milan Gnjatović, Darko Stefanović in Intelligent Service Robotics (2020)

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    Chapter

    Conversational Agents and Negative Lessons from Behaviourism

    This chapter addresses question of whether it is enough to extract from data the knowledge needed to implement socially believable conversational agents. Contrary to the popular views, the answer is negative...

    Milan Gnjatović in Innovations in Big Data Mining and Embedded Knowledge (2019)

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    Chapter and Conference Paper

    Toward More Expressive Speech Communication in Human-Robot Interaction

    It is well known that speech communication is a very important segment of human-robot interaction. The paper presents our experience from the project “Design of Robots as Assistive Technology for the Treatment...

    Vlado Delić, Branislav Borovac, Milan Gnjatović in Interactive Collaborative Robotics (2018)

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    Chapter

    Toward Conscious-Like Conversational Agents

    Although considerable has been devoted to studying various aspects of human-machine interaction, we are still a long way from develo** socially believable conversational agents. This paper identifies som...

    Milan Gnjatović, Branislav Borovac in Toward Robotic Socially Believable Behavin… (2016)

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    Article

    Therapist-Centered Design of a Robot’s Dialogue Behavior

    Significant research effort has already been invested in the field of robot-assisted therapy for children with developmental disorders, and the researchers generally agree that therapists should be involved in...

    Milan Gnjatović in Cognitive Computation (2014)

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    Chapter and Conference Paper

    End-User Design of Emotion-Adaptive Dialogue Strategies for Therapeutic Purposes

    Two fundamental nontechnical research questions related to the development of emotion-aware dialogue systems are how to identify different kinds of emotional reactions that can be expected to occur in a given ...

    Milan Gnjatović, Vlado Delić in Recent Advances of Neural Network Models and Applications (2014)

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    Chapter and Conference Paper

    Encoding of Spatial Perspectives in Human-Machine Interaction

    A spatial context is often present in speech-based human-machine interaction, and its role is especially significant in interaction with robotic systems. Studies in the cognitive sciences show that frames of r...

    Milan Gnjatović, Vlado Delić in Speech and Computer (2013)

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    Article

    A novel split-and-merge algorithm for hierarchical clustering of Gaussian mixture models

    The paper presents a novel split-and-merge algorithm for hierarchical clustering of Gaussian mixture models, which tends to improve on the local optimal solution determined by the initial constellation. It is ...

    Branislav Popović, Marko Janev, Darko Pekar, Nikša Jakovljević in Applied Intelligence (2012)

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    Article

    Focus tree: modeling attentional information in task-oriented human-machine interaction

    This paper introduces a new model of attentional state in task-oriented human-machine interaction. It integrates three lines of research: (i) neurocognitive understanding of the focus of attention in working m...

    Milan Gnjatović, Marko Janev, Vlado Delić in Applied Intelligence (2012)

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    Chapter

    Naturalness, Adaptation and Cooperativeness in Spoken Dialogue Systems

    In this paper, we consider three distinct but interacting “cognitive” features of spoken dialogue systems that may contribute to better acceptance by users: naturalness of the interaction, adaptation and coope...

    Milan Gnjatović, Darko Pekar, Vlado Delić in Toward Autonomous, Adaptive, and Context-A… (2011)

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    Chapter and Conference Paper

    Adaptive Dialogue Management in the NIMITEK Prototype System

    The primary aim of this paper is to present the implementation of adaptive dialogue management in the NIMITEK prototype spoken dialogue system for supporting users while they solve problems in a graphics syste...

    Milan Gnjatović, Dietmar Rösner in Perception in Multimodal Dialogue Systems (2008)