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Towards an Ontology-Driven Adaptive Dialogue Framework
2016
Proceedings of the 1st International Workshop on Multimedia Analysis and Retrieval for Multimodal Interaction - MARMI '16
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In this paper, we describe the principles and technologies that underpin the development of an adaptive dialogue manager framework, tailored to carrying out human-agent conversations in a natural, robust ...
First, the investigation of dialogue strategies that can handle dynamically created user and system actions, while still enabling the agent to adapt its actions to various and possibly changing contexts ...
Adaptive Dialogue Management The task of the DM is to determine an appropriate system reaction to the user input. ...
doi:10.1145/2927006.2927009
dblp:conf/mir/MeditskosDPUVKW16
fatcat:wep2t3kn3repbpv5u7bu2q45my
Test-Driven Approach Towards GDPR Compliance
[chapter]
2019
Lecture Notes in Computer Science
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Through this paper, we show how semantic representations of processes are useful towards maintaining ongoing GDPR compliance by using a test-driven approach that generates and checks constraints for adherence ...
We use previously-published ontologies to represent processes (GDPRov), consent (GConsent), and GDPR (GDPRtEXT), with SHACL used to test requirement constraints. ...
This work is supported by the ADAPT Centre for Digital Content Technology which is funded under the SFI Research Centres Programme (Grant 13/RC/2106) and is co-funded under the European Regional Development ...
doi:10.1007/978-3-030-33220-4_2
fatcat:fx5gfd4oxzamdnqaf5unwfc56u
Towards a Multimedia Knowledge-Based Agent with Social Competence and Human Interaction Capabilities
2016
Proceedings of the 1st International Workshop on Multimedia Analysis and Retrieval for Multimodal Interaction - MARMI '16
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It is composed of an ontology-based and reasoning-driven dialogue manager, multimodal communication analysis and generation modules and a search engine for the retrieval of multimedia background content ...
We present work in progress on an intelligent embodied conversation agent in the basic care and healthcare domain. ...
The dialogue-oriented modules are embedded in the Visual Scene Maker (VSM) framework [14] . ...
doi:10.1145/2927006.2927011
dblp:conf/mir/WannerBDDLMSKVK16
fatcat:h5znrszjszcujenxbw7zl2w7ui
Test-driven Approach Towards GDPR Compliance
2019
Zenodo
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Through this paper, we show how semantic representations of processes are useful towards maintaining ongoing GDPR compliance by using a test-driven approach that generates and checks constraints for adherence ...
We use previously- published ontologies to represent processes (GDPRov), consent (GConsent), and GDPR (GDPRtEXT), with SHACL used to test requirement constraints. ...
Acknowledgements This work is supported by the ADAPT Centre for Digital Content Technology which is funded under the SFI Research Centres Programme (Grant 13/RC/2106) and is co-funded under the European ...
doi:10.5281/zenodo.3248803
fatcat:4chbebxgt5a3pks5ujvabv6woe
Using probabilistic logic for dialogue strategy selection
[chapter]
2011
Proceedings of the Paralinguistic Information and its Integration in Spoken Dialogue Systems Workshop
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. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 62 References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 62 Domain-Adapted ...
Word Segmentation for an Out-of-Domain Language Modeling . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63 Euisok Chung, Hyung-Bae Jeon, ...
. . . . . . . . . . . . . . . . . . 93 3 Data-driven framework for MMI system development . . . . . . . . . . . 94 3.1 Background architecture . . . . . . . . . . . . . . . . . . . . . . . . . . . ...
doi:10.1007/978-1-4614-1335-6_25
fatcat:hwdid7te7vdnpeto5xuobu37li
From Interactive Open Learner Modelling to Intelligent Mentoring: STyLE-OLM and Beyond
2015
International Journal of Artificial Intelligence in Education
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adapted belief modal logic operators; and (d) the assessment of any resulting improvements in learner model accuracy and learner reflection; this was addressed in a user study with an instantiation of ...
using diagrammatic representations of conceptual graphs; (b) the management of the interaction with the learner; this was addressed by designing a framework for interactive open learner modelling dialogue ...
Future Direction: Towards Intelligent Mentoring The research on STyLE-OLM was driven by the need for designing and developing intelligent learning environments for adult learners. ...
doi:10.1007/s40593-015-0087-3
fatcat:xy4q2hoorzej5ihvizttkil35e
Description Logics and Rules for Multimodal Situational Awareness in Healthcare
[chapter]
2016
Lecture Notes in Computer Science
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facto standard formalism of DL models on the Web, fostering reusability, adaptability and interoperability of the framework. ...
The framework has been applied in the eminent field of healthcare, providing the models for the semantic enrichment and fusion of verbal and non-verbal descriptors in dialogue-based systems. ...
Conclusions In this work, we presented SFF, an ontology-driven framework that couples DL reasoning and rules for multimodal fusion. ...
doi:10.1007/978-3-319-51811-4_58
fatcat:h7w4gtciabd6xjhdoimvdgwwdq
4.5.4 Dialogic design for the intelligent enterprise: Collaborative strategy, process, and action
2007
INCOSE International Symposium
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Using structured dialogue to integrate the collective intelligence of stakeholders, we produce a shared representation of the intelligent enterprise, enabling "organizing around intellect." ...
It provides an explicit basis for strategic planning, and the same dialogic design process may also be extended to directly support the strategic planning process itself. ...
The key distinction between the uses of SDD in these two distinct applications rests with the "trigger question" that aims the process either internally (for ontological analysis) or externally (for strategic ...
doi:10.1002/j.2334-5837.2007.tb02906.x
fatcat:cck77nazrzhk7kdxtaw4xd4vna
KIDE4I: A Generic Semantics-Based Task-Oriented Dialogue System for Human-Machine Interaction in Industry 5.0
2022
Applied Sciences
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To overcome these challenges, this paper presents KIDE4I (Knowledge-drIven Dialogue framEwork for Industry), a semantic-based task-oriented dialogue system framework for industry that allows workers to ...
This work also reports the process to adapt KIDE4I to new scenarios. ...
These remarks motivate the development of KIDE4I (Knowledge-drIven Dialogue framEwork for Industry), the generic semantics-based task-oriented dialogue system framework presented in this paper. ...
doi:10.3390/app12031192
fatcat:etbdoyr5drezbjjmadpu2xpei4
A reusable framework for health counseling dialogue systems based on a behavioral medicine ontology
2011
Journal of Biomedical Informatics
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We demonstrate the power of modeling dialogue using an ontology and task model by showing how an exercise promotion system developed in the framework was re-purposed for diet promotion with 98% reuse of ...
We describe a theory-driven computational model of dialogue that simulates a human health counselor who is helping his or her patients to change via a series of conversations over time. ...
Ontology of Behavior Change Counseling Concepts Our ontology is a "domain ontology" [42, 43] , which specifies the conceptualization of the domain of theory-driven, conversational agent-based behavior ...
doi:10.1016/j.jbi.2010.12.006
pmid:21220044
pmcid:PMC3063319
fatcat:r5yayu7bbvem3pfntx4l7jbgmi
Adaptable Conversational Machines
2020
The AI Magazine
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The human-inspired ability to adapt may just be one of the keys in pushing dialogue systems toward human performance. ...
This article reviews advancements in dialogue systems research with a focus on the adaptation methods for dialogue modeling, and ventures to have a glance at the future of research on adaptable conversational ...
Acknowledgments Funding has been provided by the Alexander von Humboldt Foundation within the framework of the Sofja Kovalevskaja Award, endowed by the Federal Ministry of Education and Research. ...
doi:10.1609/aimag.v41i3.5322
fatcat:m5grirvy45d7nnqwemcymwq3bq
A Dialogue and Social Software Perspective on Deep Learning Design
2010
Journal of Interactive Media in Education
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So this article will: consider the current challenges of designing dialogue rich learning; explain why the challenges raised necessitate the introduction of an original conceptualisation of design; and ...
This article considers projects in Technology Enhanced Learning (TEL) that have focussed on designing digital tools that stimulate and support dialogue rich learning. ...
So, we could articulate DLD as an adaptation and deliberate biasing of DBR towards the highly social, contextual
and embedded learning, and also say that it is particularly in line with connectivist thinking ...
doi:10.5334/2010-12
fatcat:aupagihjdbazlogq26qke3zgaq
Recent Neural Methods on Dialogue State Tracking for Task-Oriented Dialogue Systems: A Survey
2021
SIGDIAL Conferences
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We distinguish between static ontology DST models, which predict a fixed set of dialogue states, and dynamic ontology models, which can predict dialogue states even when the ontology changes. ...
This paper aims at providing a comprehensive overview of recent developments in dialogue state tracking (DST) for task-oriented conversational systems. ...
An alternative, data-driven methodology, was proposed by the neural belief tracker (NBT) (Mrkšić et al., 2017a) . ...
dblp:conf/sigdial/BalaramanSM21
fatcat:djuzylluxjddzhraj3wsbli5s4
DDDM2007
2007
SIGKDD Explorations
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This encourages the development of a domain driven methodology to strengthen data-centered pattern mining. ...
This report presents a review of the ACM SIGKDD Workshop on Domain Driven Data Mining (DDDM2007), held in conjunction with the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and ...
Domain driven data mining targets such challenges and objectives. A high level of domain driven data mining framework . has been discussed in [2, 3] . ...
doi:10.1145/1345448.1345467
fatcat:i3ripi4flbaldiakhcgusf3ohq
Conceiving an application ontology to model patient human papillomavirus vaccine counseling for dialogue management
2019
BMC Bioinformatics
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With an ontology that represents patient-centric dialogue to communicate health information, we have an application-driven model that formalizes the structure for the communication of health information ...
In this paper, we introduce an application ontology for health information dialogue called Patient Health Information Dialogue Ontology for patient-level human papillomavirus vaccine counseling and potentially ...
Ideally, we hope in the future that PHIDO will encompass management for dialogue flow and contextual information for an ontology-driven approach. ...
doi:10.1186/s12859-019-3193-7
pmid:31865902
pmcid:PMC6927108
fatcat:r4au6f7ysjhbvimykmx54kpiri
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