Creating an artificial coaching engine for multi-domain conversational coaches in eHealth applications

Tessa Beinema; Harm Op Den Akker; Hermie Hermens

Creating an artificial coaching engine for multi-domain conversational coaches in eHealth applications

Tessa Beinema, Harm Op Den Akker, Hermie Hermens

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

2 Citations (Scopus)

34 Downloads (Pure)

Abstract

In this paper the concept of an Artificial Coaching Engine is described, which is being developed for a state-of-the-art multi-agent multi-domain coaching application. The engine will fulfil three main functions in this application. First, it will serve as a knowledge base and user model, representing user, context, and artificial coach information. Second, it will represent and select the coaching goals that the coaches will coach towards. Third, it will select the most suitable coaching strategies for reaching the selected coaching goals. Following the description of the concept, we will discuss our approach and the challenges in the development of the Artificial Coaching Engine.

Original language	English
Title of host publication	ICAHGCA 2018, Intelligent Conversation Agents in Home and Geriatric Care Applications
Subtitle of host publication	Proceedings of the AAMAS Workshop on Intelligent Conversation Agents in Home and Geriatric Care Applications co-located with the Federated AI Meeting (FAIM 2018)
Editors	Elisabeth Andre, Timothy Bickmore, Stevfanos Vrochidis, Leo Wanner
Publisher	CEUR
Pages	35-39
Number of pages	5
Publication status	Published - Jul 2018
Event	2018 AAMAS Workshop on Intelligent Conversation Agents in Home and Geriatric Care Applications, ICAHGCA 2018 - Stockholmsmässan, Stockholm, Sweden Duration: 15 Jul 2018 → 15 Jul 2018

Publication series

Name	CEUR workshop proceedings
Publisher	Rheinisch Westfälische Technische Hochschule
Volume	2338
ISSN (Print)	1613-0073

Conference

Conference	2018 AAMAS Workshop on Intelligent Conversation Agents in Home and Geriatric Care Applications, ICAHGCA 2018
Abbreviated title	ICAHGCA 2018
Country	Sweden
City	Stockholm
Period	15/07/18 → 15/07/18
Other	Co-located with the Federated AI Meeting (FAIM 2018)

Keywords

Artificial coaching
Coaching goals
EHealth
Health behaviour change
Lifestyle coaching
Strategies
Tailoring
User modelling

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Beinema, T., Op Den Akker, H., & Hermens, H. (2018). Creating an artificial coaching engine for multi-domain conversational coaches in eHealth applications. In E. Andre, T. Bickmore, S. Vrochidis, & L. Wanner (Eds.), ICAHGCA 2018, Intelligent Conversation Agents in Home and Geriatric Care Applications: Proceedings of the AAMAS Workshop on Intelligent Conversation Agents in Home and Geriatric Care Applications co-located with the Federated AI Meeting (FAIM 2018) (pp. 35-39). (CEUR workshop proceedings; Vol. 2338). CEUR.

Beinema, Tessa ; Op Den Akker, Harm ; Hermens, Hermie. / Creating an artificial coaching engine for multi-domain conversational coaches in eHealth applications. ICAHGCA 2018, Intelligent Conversation Agents in Home and Geriatric Care Applications: Proceedings of the AAMAS Workshop on Intelligent Conversation Agents in Home and Geriatric Care Applications co-located with the Federated AI Meeting (FAIM 2018). editor / Elisabeth Andre ; Timothy Bickmore ; Stevfanos Vrochidis ; Leo Wanner. CEUR, 2018. pp. 35-39 (CEUR workshop proceedings).

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title = "Creating an artificial coaching engine for multi-domain conversational coaches in eHealth applications",

abstract = "In this paper the concept of an Artificial Coaching Engine is described, which is being developed for a state-of-the-art multi-agent multi-domain coaching application. The engine will fulfil three main functions in this application. First, it will serve as a knowledge base and user model, representing user, context, and artificial coach information. Second, it will represent and select the coaching goals that the coaches will coach towards. Third, it will select the most suitable coaching strategies for reaching the selected coaching goals. Following the description of the concept, we will discuss our approach and the challenges in the development of the Artificial Coaching Engine.",

keywords = "Artificial coaching, Coaching goals, EHealth, Health behaviour change, Lifestyle coaching, Strategies, Tailoring, User modelling",

author = "Tessa Beinema and {Op Den Akker}, Harm and Hermie Hermens",

year = "2018",

month = jul,

language = "English",

series = "CEUR workshop proceedings",

publisher = "CEUR",

pages = "35--39",

editor = "Elisabeth Andre and Timothy Bickmore and Stevfanos Vrochidis and Leo Wanner",

booktitle = "ICAHGCA 2018, Intelligent Conversation Agents in Home and Geriatric Care Applications",

note = "2018 AAMAS Workshop on Intelligent Conversation Agents in Home and Geriatric Care Applications, ICAHGCA 2018, ICAHGCA 2018 ; Conference date: 15-07-2018 Through 15-07-2018",

}

Beinema, T , Op Den Akker, H & Hermens, H 2018, Creating an artificial coaching engine for multi-domain conversational coaches in eHealth applications. in E Andre, T Bickmore, S Vrochidis & L Wanner (eds), ICAHGCA 2018, Intelligent Conversation Agents in Home and Geriatric Care Applications: Proceedings of the AAMAS Workshop on Intelligent Conversation Agents in Home and Geriatric Care Applications co-located with the Federated AI Meeting (FAIM 2018). CEUR workshop proceedings, vol. 2338, CEUR, pp. 35-39, 2018 AAMAS Workshop on Intelligent Conversation Agents in Home and Geriatric Care Applications, ICAHGCA 2018, Stockholm, Sweden, 15/07/18.

Creating an artificial coaching engine for multi-domain conversational coaches in eHealth applications. / Beinema, Tessa ; Op Den Akker, Harm ; Hermens, Hermie.

ICAHGCA 2018, Intelligent Conversation Agents in Home and Geriatric Care Applications: Proceedings of the AAMAS Workshop on Intelligent Conversation Agents in Home and Geriatric Care Applications co-located with the Federated AI Meeting (FAIM 2018). ed. / Elisabeth Andre; Timothy Bickmore; Stevfanos Vrochidis; Leo Wanner. CEUR, 2018. p. 35-39 (CEUR workshop proceedings; Vol. 2338).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AU - Op Den Akker, Harm

AU - Hermens, Hermie

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N2 - In this paper the concept of an Artificial Coaching Engine is described, which is being developed for a state-of-the-art multi-agent multi-domain coaching application. The engine will fulfil three main functions in this application. First, it will serve as a knowledge base and user model, representing user, context, and artificial coach information. Second, it will represent and select the coaching goals that the coaches will coach towards. Third, it will select the most suitable coaching strategies for reaching the selected coaching goals. Following the description of the concept, we will discuss our approach and the challenges in the development of the Artificial Coaching Engine.

AB - In this paper the concept of an Artificial Coaching Engine is described, which is being developed for a state-of-the-art multi-agent multi-domain coaching application. The engine will fulfil three main functions in this application. First, it will serve as a knowledge base and user model, representing user, context, and artificial coach information. Second, it will represent and select the coaching goals that the coaches will coach towards. Third, it will select the most suitable coaching strategies for reaching the selected coaching goals. Following the description of the concept, we will discuss our approach and the challenges in the development of the Artificial Coaching Engine.

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KW - Coaching goals

KW - EHealth

KW - Health behaviour change

KW - Lifestyle coaching

KW - Strategies

KW - Tailoring

KW - User modelling

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BT - ICAHGCA 2018, Intelligent Conversation Agents in Home and Geriatric Care Applications

A2 - Andre, Elisabeth

A2 - Bickmore, Timothy

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Beinema T , Op Den Akker H , Hermens H. Creating an artificial coaching engine for multi-domain conversational coaches in eHealth applications. In Andre E, Bickmore T, Vrochidis S, Wanner L, editors, ICAHGCA 2018, Intelligent Conversation Agents in Home and Geriatric Care Applications: Proceedings of the AAMAS Workshop on Intelligent Conversation Agents in Home and Geriatric Care Applications co-located with the Federated AI Meeting (FAIM 2018). CEUR. 2018. p. 35-39. (CEUR workshop proceedings).

Creating an artificial coaching engine for multi-domain conversational coaches in eHealth applications

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Keywords

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