Mental health monitoring through interactive conversations

Informations projet

MENHIR

N° de convention de subvention: 823907

DOI 10.3030/823907

Projet clôturé

Date de signature de la CE 4 Octobre 2018

Date de début 1 Février 2019

Date de fin 31 Janvier 2024

Financé au titre de

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coût total € 749 800,00

Contribution de l’UE € 749 800,00

Coordonné par

UNIVERSIDAD DE GRANADA
Spain

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Websites, patent fillings, videos etc. (1)

Web page

A website will be generated for internal communication (private area for archiving and sharing materials) and also for the engagement of general public (with access to public materials).

Documents, reports (2)

Report on conversation model following the user experience design and requirements

This deliverable will describe the results achieved in tasks 4.1 and 4.2. The report will include the strategies employed for adapting the system conversational model to the user and build user-system trust. Such strategies will be the basis for the dialog manager of the conversational system that will be developed in task 4.3.

Report on user model including mood and anxiety level

This deliverable is the result of task 3.4, it describes the design of the user model and the methods used to update it dynamically both during conversation and offline. This model will be used as a basis to develop the dialogue manager in task 4.3.

Publications

Book chapters (13)

Conversational Agents for Mental Health and Wellbeing

Auteurs: Zoraida Callejas, David Griol
Publié dans: Dialog Systems - A Perspective from Language, Logic and Computation, Numéro 22, 2021, Page(s) 219-244, ISBN 978-3-030-61437-9
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-61438-6_11

Towards Socially and Emotionally Believable ICT Interfaces

Auteurs: Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero
Publié dans: Progresses in Artificial Intelligence and Neural Systems, Numéro 184, 2021, Page(s) 3-7, ISBN 978-981-15-5092-8
Éditeur: Springer Singapore
DOI: 10.1007/978-981-15-5093-5_1

Facial Emotion Recognition Skills and Measures in Children and Adolescents with Attention Deficit Hyperactivity Disorder (ADHD)

Auteurs: Aliki Economides, Yiannis Laouris, Massimiliano Conson, Anna Esposito
Publié dans: Progresses in Artificial Intelligence and Neural Systems, Numéro 184, 2021, Page(s) 435-475, ISBN 978-981-15-5092-8
Éditeur: Springer Singapore
DOI: 10.1007/978-981-15-5093-5_39

Introduction to Big Data and Data Science: Methods and Applications

Auteurs: Gloria Phillips-Wren, Anna Esposito, Lakhmi C. Jain
Publié dans: Advances in Data Science: Methodologies and Applications, Numéro 189, 2021, ISBN 978-3-030-51869-1
Éditeur: Springer, Cham
DOI: 10.1007/978-3-030-51870-7_1

Conversational Systems Research in Spain: A Scientometric Approach

Auteurs: David Griol, Zoraida Callejas
Publié dans: Conversational Dialogue Systems for the Next Decade, Numéro 704, 2021, Page(s) 393-403, ISBN 978-981-15-8394-0
Éditeur: Springer Singapore
DOI: 10.1007/978-981-15-8395-7_31

A Modular Architecture for Multi-Purpose Conversational System Development

Auteurs: Adrián Artola, Zoraida Callejas, David Griol
Publié dans: Intelligent Environments 2021 - Workshop Proceedings of the 17th International Conference on Intelligent Environments, Numéro 29, 2021, Page(s) 36-44, ISBN 9781643681863
Éditeur: IOS Press
DOI: 10.3233/aise210077

Intelligent Advanced User Interfaces for Monitoring Mental Health Wellbeing

Auteurs: Anna Esposito, Zoraida Callejas, Matthias L. Hemmje, Michael Fuchs, Mauro N. Maldonato, Gennaro Cordasco
Publié dans: Advanced Visual Interfaces. Supporting Artificial Intelligence and Big Data Applications - AVI 2020 Workshops, AVI-BDA and ITAVIS, Ischia, Italy, June 9, 2020 and September 29, 2020, Revised Selected Papers, Numéro 12585, 2021, Page(s) 83-95, ISBN 978-3-030-68006-0
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-68007-7_5

Co-creating Requirements and Assessing End-User Acceptability of a Voice-Based Chatbot to Support Mental Health: A Thematic Analysis of a Living Lab Workshop

Auteurs: Antonio Benítez-Guijarro, Raymond Bond, Frederick Booth, Zoraida Callejas, Edel Ennis, Anna Esposito, Matthias Kraus, Gavin McConvey, Michael McTear, Maurice Mulvenna, Courtney Potts, Louisa Pragst, Robin Turkington, Nicolas Wagner, Huiru Zheng
Publié dans: Conversational Dialogue Systems for the Next Decade, Numéro 704, 2021, Page(s) 201-212, ISBN 978-981-15-8394-0
Éditeur: Springer Singapore
DOI: 10.1007/978-981-15-8395-7_15

Seniors’ Appreciation of Humanoid Robots

Auteurs: Anna Esposito, Marialucia Cuciniello, Terry Amorese, Antonietta M. Esposito, Alda Troncone, Mauro N. Maldonato, Carl Vogel, Nikolaos Bourbakis, Gennaro Cordasco
Publié dans: Neural Approaches to Dynamics of Signal Exchanges, Numéro 151, 2020, Page(s) 331-345, ISBN 978-981-13-8949-8
Éditeur: Springer Singapore
DOI: 10.1007/978-981-13-8950-4_30

Some Note on Artificial Intelligence

Auteurs: Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero
Publié dans: Neural Approaches to Dynamics of Signal Exchanges, Numéro 151, 2020, Page(s) 3-8, ISBN 978-981-13-8949-8
Éditeur: Springer Singapore
DOI: 10.1007/978-981-13-8950-4_1

Conversational Human–Machine Interfaces

Auteurs: María Jesús Rodríguez-Sánchez, Kawtar Benghazi, David Griol, Zoraida Callejas
Publié dans: Handbook of Human-Machine Systems, 2023, Page(s) 115-123, ISBN 9781119863632
Éditeur: Wiley
DOI: 10.1002/9781119863663.ch11

Feature Set Ensembles for Sentiment Analysis of Tweets

Auteurs: David Griol, C. Kanagal-Balakrishna, Zoraida Callejas
Publié dans: Advances in Data Science: Methodologies and Applications. Intelligent Systems Reference Library, Numéro 189, 2021, ISBN 978-3-030-51869-1
Éditeur: Springer, Cham
DOI: 10.1007/978-3-030-51870-7_10

A Content and Knowledge Management System Supporting Emotion Detection from Speech

Auteurs: Binh Vu, Mikel deVelasco, Paul Mc Kevitt, Raymond Bond, Robin Turkington, Frederick Booth, Maurice Mulvenna, Michael Fuchs, Matthias Hemmje
Publié dans: Conversational Dialogue Systems for the Next Decade, Numéro 704, 2021, Page(s) 369-378, ISBN 978-981-15-8394-0
Éditeur: Springer Singapore
DOI: 10.1007/978-981-15-8395-7_28

Peer reviewed articles (31)

Combining Statistical Dialog Management and Intent Recognition for Enhanced Response Selection

Auteurs: David Griol, Zoraida Callejas
Publié dans: Logic Journal of the IGPL, Numéro In Press, 2024, ISSN 1368-9894
Éditeur: Oxford University Press

Age and gender effects on the human’s ability to decode posed and naturalistic emotional faces

Auteurs: Anna Esposito, Terry Amorese, Marialucia Cuciniello, Maria Teresa Riviello, Gennaro Cordasco
Publié dans: Pattern Analysis and Applications, Numéro 25, 2022, Page(s) 589-617, ISSN 1433-7541
Éditeur: Springer Verlag
DOI: 10.1007/s10044-021-01049-w

Analysis of Deep Learning-Based Decision-Making in an Emotional Spontaneous Speech Task

Auteurs: Mikel de Velasco, Raquel Justo, Asier López Zorrilla, María Inés Torres
Publié dans: Applied Sciences, Numéro 13(2), 2023, Page(s) 980, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app13020980

Architecting dietary intake monitoring as a service combining NLP and IoT

Auteurs: Antonio Benítez-Guijarro, Zoraida Callejas, Manuel Noguera, Kawtar Benghazi
Publié dans: Journal of Ambient Intelligence and Humanized Computing, 2019, ISSN 1868-5137
Éditeur: Springer Verlag
DOI: 10.1007/s12652-019-01553-2

Humanoid and android robots in the imaginary of adolescents, young adults and seniors

Auteurs: Anna Esposito; Marialucia Cuciniello; Terry Amorese; Alessandro Vinciarelli; Gennaro Cordasco
Publié dans: Journal of Ambient Intelligence and Humanized Computing, 2022, ISSN 1868-5137
Éditeur: Springer Verlag
DOI: 10.1007/s12652-022-03806-z

Effect of Attachment and Personality Styles on the Ability to Interpret Emotional Vocal Expressions: A Cross-sectional Study

Auteurs: Anna Esposito, Alda Troncone
Publié dans: Open Psychology Journal, Numéro 13, 2020, Page(s) 300-309, ISSN 1874-3501
Éditeur: Bentham Open
DOI: 10.2174/1874350102013010300

Handwriting and Drawing Features for Detecting Personality Traits: An Analysis on Big Five Sub-dimensions

Auteurs: Anna Esposito, Terry Amorese, Michele Buonanno, Marialucia Cuciniello, Antonietta M. Esposito, Marcos Faundez-Zanuy, Laurence Likforman-Sulem, Maria Teresa Riviello, Carmine Spagnuolo, Alda Troncone, Gennaro Cordasco
Publié dans: Acta Polytechnica Hungarica, Numéro 19(11), 2022, Page(s) 65-84, ISSN 1785-8860
Éditeur: Obuda University
DOI: 10.12700/aph.19.11.2022.11.4

Ethical issues in assistive ambient living technologies for ageing well

Auteurs: Luigi Trojano; Anna Esposito; Francesco Panico; Carl Vogel; Gennaro Cordasco
Publié dans: Multimedia Tools and Applications, Numéro 79, 2020, Page(s) 36077–36089, ISSN 1573-7721
Éditeur: Springer
DOI: 10.1007/s11042-020-09313-7

Multimodal Emotion Recognition on RAVDESS Dataset Using Transfer Learning.

Auteurs: Cristina Luna-Jiménez; David Griol; Zoraida Callejas; Ricardo Kleinlein; Juan Manuel Montero; Fernando Fernández-Martínez
Publié dans: SEnsors, Numéro 21(22), 2021, Page(s) 7665, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21227665

On Features and Measures of Psychological Wellbeing

Auteurs: Olga Shevleva, Gennaro Cordasco, Carl Vogel, Anna Esposito
Publié dans: Journal of Health Science Studies, Numéro 2(1), 2022, ISSN 2767-9136
Éditeur: Annex Publishers

An empirical assessment of deep learning approaches to task-oriented dialog management

Auteurs: Lukas Mateju, David Griol, Zoraida Callejas, Jose Manuel Molina, Araceli Sanchis
Publié dans: Neurocomputing, Numéro 439, 2021, Page(s) 327-339, ISSN 0925-2312
Éditeur: Elsevier BV
DOI: 10.1016/j.neucom.2020.01.126

The Role of Trust in Proactive Conversational Assistants

Auteurs: Matthias Kraus, Nicolas Wagner, Zoraida Callejas, Wolfgang Minker
Publié dans: IEEE Access, Numéro 9, 2021, Page(s) 112821-112836, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3103893

A Proposal for Multimodal Emotion Recognition Using Aural Transformers and Action Units on RAVDESS Dataset

Auteurs: Cristina Luna-Jiménez; Ricardo Kleinlein; David Griol; Zoraida Callejas; Juan M. Montero; Fernando Fernández-Martínez
Publié dans: Applied Sciences, Numéro 12(1), 2022, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app12010327

Discriminative Power of EEG-Based Biomarkers in Major Depressive Disorder: A Systematic Review

Auteurs: Claudia Greco, Olimpia Matarazzo, Gennaro Cordasco, Alessandro Vinciarelli, Zoraida Callejas, Anna Esposito
Publié dans: IEEE Access, Numéro 9, 2021, Page(s) 112850-112870, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3103047

Fine-Tuning BERT Models for Intent Recognition Using a Frequency Cut-Off Strategy for Domain-Specific Vocabulary Extension

Auteurs: Fernando Fernández-Martínez; Cristina Luna-Jiménez; Ricardo Kleinlein; David Griol; Zoraida Callejas; Juan Manuel Montero
Publié dans: Applied Sciences, Vol 12, Iss 1610, p 1610 (2022), Numéro 12(3), 2022, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app12031610

Digital transformation of mental health services

Auteurs: Raymond R. Bond, Maurice D. Mulvenna, Courtney Potts, Siobhan O'Neill, Edel Ennis, John Torous
Publié dans: npj Mental Health Res, Numéro 2, 2023, ISSN 2731-4251
Éditeur: Springer Nature
DOI: 10.1038/s44184-023-00033-y

Coordination of Speech Recognition Devices in Intelligent Environments with Multiple Responsive Devices

Auteurs: Benítez-Guijarro, Callejas, Noguera, Benghazi
Publié dans: Proceedings, Numéro 31/1, 2019, Page(s) 54, ISSN 2504-3900
Éditeur: MDPI
DOI: 10.3390/proceedings2019031054

MENHIR: Mental health monitoring through interactive conversations

Auteurs: Callejas Carrión, Zoraida; Benghazi, Kawtar; Noguera, Manuel; Torres Barañano, María Inés; Justo Blanco, Raquel
Publié dans: Procesamiento del Lenguaje Natural, Numéro 63, 2019, Page(s) 139-142, ISSN 1135-5948
Éditeur: Sociedad Espanola para el Procesamiento del Lenguaje Natural
DOI: 10.26342/2019-63-15

Advanced Assistive Technologies for Elderly People: A Psychological Perspective on Older Users’ Needs and Preferences (part B)

Auteurs: Alda Troncone, Raffaele Saturno, Michele Buonanno, Luca Pugliese, Gennaro Cordasco, Carl Vogel, Anna Esposito
Publié dans: Acta Polythecnica Hungarica, Numéro 18(1), 2021, ISSN 1785-8860
Éditeur: Obuda University
DOI: 10.12700/aph.18.1.2021.1.3

Incorporating evidence into mental health Q&A: a novel method to use generative language models for validated clinical content extraction

Auteurs: Ksenia Kharitonova, David Pérez-Fernández, Javier Guti érrez-Hernando, Asier Gutiérrez-Fandiño, Zoraida Callejas, David Griol
Publié dans: Behaviour and Information Technology, 2024, ISSN 0144-929X
Éditeur: Taylor & Francis
DOI: 10.1080/0144929x.2024.2321959

Do you like me? Behavioral and physical features for socially and emotionally engaging interactive systems

Auteurs: Anna Esposito; Terry Amorese; Marialucia Cuciniello; Antonietta M. Esposito; Gennaro Cordasco
Publié dans: Frontiers in Computer Science, Numéro 5, 2023, ISSN 2624-9898
Éditeur: Frontiers
DOI: 10.3389/fcomp.2023.1138501

Towards versatile conversations with data-driven dialog management and its integration in commercial platforms

Auteurs: Pablo Cañas; David Griol; Zoraida Callejas
Publié dans: Journal of Computational Science, 2021, ISSN 1877-7503
Éditeur: Elsevier BV
DOI: 10.1016/j.jocs.2021.101443

Modeling and Evaluating Epidemic Control Strategies With High-Order Temporal Networks

Auteurs: Alessia Antelmi; Gennaro Cordasco; Vittorio Scarano; Carmine Spagnuolo
Publié dans: IEEE Access, Numéro 9, 2021, Page(s) 140938-140964, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3119459

Reciprocity versus Self-Interest in a Competitive Interaction Context: An Experimental Study

Auteurs: Claudia Greco, Anna Esposito, Gennaro Cordasco, Olimpia Matarazzo
Publié dans: Psychological Reports, 2022, ISSN 0033-2941
Éditeur: Ammons Scientific Ltd.
DOI: 10.1177/00332941221129137

Perceptual Borderline for Balancing Multi-Class Spontaneous Emotional Data

Auteurs: Leila Ben Letaifa, M. Ines Torres
Publié dans: IEEE Access, Numéro 9, 2021, Page(s) 55939-55954, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3071485

Advanced Assistive Technologies for Elderly People: A Psychological Perspective on Seniors’ Needs and Preferences (part A)

Auteurs: Alda Troncone, Terry Amorese, Marialucia Cuciniello, Raffaele Saturno, Luca Pugliese, Gennaro Cordasco, Carl Vogel, Anna Esposito
Publié dans: Acta Polytechnica Hungarica, Numéro 17(2), 2020, ISSN 1785-8860
Éditeur: Obuda University
DOI: 10.12700/aph.17.2.2020.2.10

Adaptive dialogue management using intent clustering and fuzzy rules

Auteurs: David Griol, Zoraida Callejas, Jose Manuel Molina, Araceli Sanchis
Publié dans: Expert Systems, 2020, ISSN 0266-4720
Éditeur: Blackwell Publishing Inc.
DOI: 10.1111/exsy.12630

Discriminative Power of Handwriting and Drawing Featuresin Depression

Auteurs: Claudia Greco, Gennaro Raimo, Terry Amorese, Marialucia Cuciniello, Gavin McConvey, Gennaro Cordasco, Marcos Faundez-Zanuy, Alessandro Vinciarelli, Zoraida Callejas, Anna Esposito
Publié dans: International Journal of Neural Systems, 2023, ISSN 0129-0657
Éditeur: World Scientific Publishing Co
DOI: 10.1142/s0129065723500697

Synthetic vs Human Emotional Faces: What Changes in Humans’ Decoding Accuracy

Auteurs: Terry Amorese, Marialucia Cuciniello, Alessandro Vinciarelli, Gennaro Cordasco, Anna Esposito
Publié dans: IEEE Transactions on Human-Machine Systems, Numéro 54(3), 2022, Page(s) 390-399, ISSN 2168-2291
Éditeur: IEEE Systems, Man, and Cybernetics Society
DOI: 10.1109/thms.2021.3129714

Perfectionism and Burnout During the COVID-19 Crisis: A Two-Wave Cross-Lagged Study

Auteurs: Paola Spagnoli, Carmela Buono, Liliya Scafuri Kovalchuk, Gennaro Cordasco and Anna Esposito
Publié dans: Frontiers in Psychology, 2021, ISSN 1664-1078
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fpsyg.2020.631994

A Synthetic Voice for an Assistive Conversational Agent: A Survey to Discover Italian Preferences regarding Synthetic Voice’s Gender and Quality Level

Auteurs: Marialucia Cuciniello,Terry Amorese, Claudia Greco, Zoraida Callejas, Carl Vogel, Gennaro Cordasco, Anna Esposito
Publié dans: Human Behavior and Emerging Technologies, 2023, ISSN 2578-1863
Éditeur: Hindawi
DOI: 10.1155/2023/8858268

Thesis and dissertations (11)

Psychological monitoring of mental disorders through conversation

Auteurs: Marialucia Cuciniello (PhD student), Anna Esposito (Supervisor)
Publié dans: 2023
Éditeur: "Università degli Studi della Campania ""Luigi Vanvitelli"""

Contributions to attributed probabilistic finite state bi-automata for dialogue management

Auteurs: Manex Serras (PhD student), María Aranzazu del Pozo (Supervisor), María Inés Torres (Supervisor)
Publié dans: 2021
Éditeur: Universidad del País Vasco

Assistive technology for well-being

Auteurs: Gennaro Raimo (Phd Student), Gennaro Cordasco (Supervisor)
Publié dans: 2023
Éditeur: "Università degli Studi della Campania ""Luigi Vanvitelli"""

Assistive virtual agents: the impact of agents' features and emotions on elderly people perception and preferences

Auteurs: Terry Amorese (PhD Student), Gennaro Cordasco (Supervisor)
Publié dans: 2022
Éditeur: "Università degli Studi della Campania ""Luigi Vanvitelli"""

De lo trágico en las canciones populares infantiles españolas: un análisis del lenguaje textual con métodos mixtos

Auteurs: Juan Albacete Maza (PhD Student), Antonio Fernández Cano (Supervisor), Zoraida Callejas (Supervisor)
Publié dans: 2022
Éditeur: Universidad de Granada

Towards structured neural spoken dialogue modelling

Auteurs: Asier López Zorrilla (PhD student), María Inés Torres (Supervisor)
Publié dans: 2023
Éditeur: Universidad del País Vasco

Analysis and automatic identification of spontaneous emotions in speech from human-human and human-machine communication

Auteurs: Matthias Kraus (PhD student), Raquel Justo (Supervisor), María Inés Torres (Supervisor)
Publié dans: 2023
Éditeur: Universidad del País Vasco

User-centred Proactive Dialogue Modelling for Trustworthy Conversational Assistants

Auteurs: Matthias Kraus (PhD student), Wolfgang Minker (Supervisor), Zoraida Callejas (Supervisor)
Publié dans: DIGIBUG, 2022, ISBN 9788411175739
Éditeur: Ulm University / Universidad de Granada

Analytics, Visualisation and Machine Learning of General Practitioner Prescribing using Open Health Data

Auteurs: Frederick Booth (PhD student), Maurice Mulvenna (Supervisor), Prof Raymond Bond (Supervisor)
Publié dans: 2023
Éditeur: Ulster University

Machine learning of anonymous call data from national suicide prevention helpline services: Understanding caller behaviour and policy implications

Auteurs: Robin Turkington (PhD student), Maurice Mulvenna (Supervisor), Edel Ennis (Supervisor), Siobhán O’Neill (Supervisor), Raymond Bond (Supervisor)
Publié dans: 2021
Éditeur: Ulster University

Detection of the features associated with psychological well-being and related disorders

Auteurs: Olga Sheveleva (PhD student), Anna Esposito (Supervisor)
Publié dans: 2023
Éditeur: "Università degli Studi della Campania ""Luigi Vanvitelli"""

Conference proceedings (43)

An application of conversational systems to promote healthy lifestyle habits

Auteurs: David Griol, Zoraida Callejas, Fernando Fernández-Martínez, Anna Esposito
Publié dans: Proc. 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), 2022
Éditeur: IEEE
DOI: 10.1109/dasc/picom/cbdcom/cy55231.2022.9927835

First Workshop on Multimodal e-Coaches

Auteurs: Leonardo Angelini, Mira El Kamali, Elena Mugellini, Omar Abou Khaled, Yordan Dimitrov, Vera Veleva, Zlatka Gospodinova, Nadejda Miteva, Richar Wheeler, Zoraida Callejas, David Griol, Kawtar Benghazi, Manuel Noguera, Panagiotis Bamidis, Evdokimos Konstantinidis, Despoina Petsani, Andoni Beristain Iraola, Dimitrios I. Fotiadis, Gérard Chollet, Inés Torres, Anna Esposito, Hannes Schlieter
Publié dans: Proceedings of the 2020 International Conference on Multimodal Interaction, 2020, Page(s) 890-892, ISBN 9781450375818
Éditeur: ACM
DOI: 10.1145/3382507.3420056

A Comparison of Learning Approaches to Dialogue Management in Conversational Systems

Auteurs: David Griol, Zoraida Callejas
Publié dans: 16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO), 2022, ISBN 978-3-030-87868-9
Éditeur: Springer
DOI: 10.1007/978-3-030-87869-6_7

Speaker Recognition using Multiple X-Vector Speaker Representations with Two-Stage Clustering and Outlier Detection Refinement

Auteurs: Shrestha, Roman; Glackin, Cornelius; Wall, Julie; Cannings, Nigel; Rajwadi, Marvin; Kada, Satya; Laird, James; Laird, Thea; Woodruff, Chris
Publié dans: Proc. 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), Numéro 1, 2022
Éditeur: IEEE
DOI: 10.1109/dasc/picom/cbdcom/cy55231.2022.9927875

The Role of Language in Building Automatic Models for Depression Detection

Auteurs: Gennaro Raimo, Massimiliano Conson, Terry Amorese, Marialucia Cuciniello, Claudia Greco, Gennaro Cordasco, Zoraida Callejas, Cornelius Glackin, Anna Esposito
Publié dans: Proc. of 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), 2022
Éditeur: IEEE
DOI: 10.1109/dasc/picom/cbdcom/cy55231.2022.9927925

Frontal Left Alpha Activity as an Indicator of Willingness to Interact with Virtual Agents: A pilot study

Auteurs: Betul Tolgay, Mauro Maldonato, Carl Vogel, Gennaro Cordasco, Luigi Trojano, Anna Esposito
Publié dans: Proc. 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), 2020, ISBN 978-1-7281-8214-8
Éditeur: IEEE
DOI: 10.1109/coginfocom50765.2020.9237885

Mental Health Monitoring from Speech and Language

Auteurs: Irune Zubiaga; Ignacio Menchaca; Mikel de Velasco; Raquel Justo
Publié dans: Proc. Iberspeech 2022, 2022
Éditeur: ISCA
DOI: 10.21437/smm.2022-3

Using Eye Tracking to Investigate Interaction Between Humans and Virtual Agents

Auteurs: Terry Amorese, Claudia Greco, Marialucia Cuciniello, Carmela Buono, Cristina Palmero, Pau Buch-Cardona, Sergio Escalera, Maria Inés Torres, Gennaro Cordasco, Anna Esposito
Publié dans: Proc. 2022 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA), 2022
Éditeur: IEEE
DOI: 10.1109/cogsima54611.2022.9830686

Towards conversational technology to promote, monitor and protect mental health

Auteurs: Zoraida Callejas, David Griol, Kawtar Benghazi, Manuel Noguera, María Inés Torres, Raquel Justo, Anna Esposito, Gennaro Cordasco, Raymond Bond, Maurice Mulvenna, Edel Ennis, Siobhan O'Neill, Huiru Zheng, Matthias Kraus, Nicolas Wagner, Wolfgang Minker, Gavin McConvey, Matthias Hemmje, Michael Fuchs, Neil Glackin, Gérard Chollet
Publié dans: IberSPEECH 2021, 2021, Page(s) 148-150
Éditeur: ISCA
DOI: 10.21437/iberspeech.2021-32

EEGs as potential predictors of virtual agents’ acceptance

Auteurs: Betul Tolgay, Silvia Dell'Orco, Mauro N. Maldonato, Carl Vogel, Luigi Trojano, Anna Esposito
Publié dans: 2019 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), 2019, Page(s) 433-438, ISBN 978-1-7281-4793-2
Éditeur: IEEE
DOI: 10.1109/coginfocom47531.2019.9089944

Identifying Synthetic Voices’ Qualities for Conversational Agents

Auteurs: Marialucia Cuciniello; Terry Amorese; Gennaro Cordasco; Stefano Marrone; Fiammetta Marulli; Filippo Cavallo; Olga Gordeeva; Zoraida Callejas Carrión; Anna Esposito
Publié dans: Applied Intelligence and Informatics ISBN: 9783031248016, Numéro 7, 2022, Page(s) 333-346, ISBN 978-3-031-24801-6
Éditeur: Springer
DOI: 10.1007/978-3-031-24801-6_24

A Proposal for Data Collection and Process Automatization for Ubiquitous Engagement with Mental Health Organizations

Auteurs: Rafael Pablos-Sarabia, David Griol, Zoraida Callejas
Publié dans: Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2022), 2022, Page(s) 336-341, ISBN 978-3-031-21332-8
Éditeur: Springer
DOI: 10.1007/978-3-031-21333-5_34

Towards the Development of a Trustworthy Chatbot for Mental Health Applications

Auteurs: Matthias Kraus, Philip Seldschopf, Wolfgang MInker
Publié dans: 27th International Conference on Multimedia Modeling, 2021
Éditeur: Springer
DOI: 10.1007/978-3-030-67835-7_30

Gender Identification through Handwriting: an Online Approach

Auteurs: Gennaro Cordasco, Michele Buonanno, Marcos Faundez-Zanuy, María Teresa Riviello, Laurence Likforman-Sulem, Anna Esposito
Publié dans: Proc. 2020 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), 2020
Éditeur: IEEE
DOI: 10.1109/coginfocom50765.2020.9237863

A Comparison Between Convolutional and Transformer Architectures for Speech Emotion Recognition

Auteurs: Iyer, Shreyah; Glackin, Cornelius; Cannings, Nigel; Veneziano, Vito; Sun, Yi
Publié dans: Proc. 2022 International Joint Conference on Neural Networks (IJCNN), 2022
Éditeur: IEEE
DOI: 10.1109/ijcnn55064.2022.9891882

Applications of Digital Hermeneutics to Suicide Prevention and Digital Mental Health: Annual Conference of the Research Cluster digital_culture at the FernUniversität in Hagen

Auteurs: Edel Ennis, Raymond Bond, Maurice Mulvenna
Publié dans: Digital Hermeneutics II: Sources, Analysis, Interpretation, Annotation, and Curation, 2023, Page(s) 25-26
Éditeur: FernUniversität in Hagen

Behavioral Sentiment Analysis of Depressive States

Auteurs: Anna Esposito, Gennaro Raimo, Mauro Maldonato, Carl Vogel, Massimiliano Conson, Gennaro Cordasco
Publié dans: Proc. 2020 11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom), 2020, Page(s) 000209-000214
Éditeur: IEEE
DOI: 10.1109/coginfocom50765.2020.9237856

Intelligent Voice Speaker Recognition and Diarization System for IberSpeech 2022 Albayzin Evaluations Speaker Diarization and Identity Assignment Challenge

Auteurs: Roman Shrestha, Cornelius Glackin, Julie Wall, Nigel Cannings
Publié dans: Proc. IberSpeech 2022, 2022, Page(s) 281-283
Éditeur: ISCA

Findings from a textual analysis of the MENHIR conversational corpus

Auteurs: Zoraida Callejas, Marina Ruiz, Chiara Giordano, Marialucia Cuciniello, Gennaro Cordasco, Anna Esposito, David Griol
Publié dans: Conference Proceedings: International Digital Mental Health & Wellbeing Conference, 2023
Éditeur: Ulster University
DOI: 10.21251/egce-qh89-

A proposal for emotion recognition using speech features, transfer learning and convolutional neural networks

Auteurs: Roberto Móstoles, David Griol, Zoraida Callejas, Fernando Fernández-Martínez
Publié dans: IberSPEECH 2021, 2021, Page(s) 56-60
Éditeur: ISCA
DOI: 10.21437/iberspeech.2021-12

Seniors’ ability to decode differently aged facial emotional expressions

Auteurs: Anna Esposito, Terry Amorese, Nelson Mauro Maldonato, Alessandro Vinciarelli, María Inés Torres, Sergio Escalera, Gennaro Cordasco
Publié dans: Proc. IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), 2020
Éditeur: IEEE
DOI: 10.1109/fg47880.2020.00077

Impairments in decoding facial and vocal emotional expressions in high functioning autistic adults and adolescents

Auteurs: Anna Esposito, Italia Cirillo, Antonietta M. Esposito, Leopoldina Fortunati, Gian Luca Foresti, Sergio Escalera, Nikolaos Bourbakis
Publié dans: Proc. IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), 2020, Page(s) 667-674
Éditeur: IEEE
DOI: 10.1109/fg47880.2020.00055

Android Robots vs Virtual Agents: which system differently aged users prefer?

Auteurs: Claudia Greco, Terry Amorese, Marialucia Cuciniello, Gennaro Cordasco, Anna Esposito
Publié dans: Proc. 1st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 2022, Page(s) 1-7
Éditeur: IEEE
DOI: 10.1109/ro-man53752.2022.9900850

Speech emotion recognition in Spanish TV Debates

Auteurs: Irune Zubiaga; Raquel Justo; M. Inés Torres; Mikel De Velasco
Publié dans: Proc. Iberspeech 2022, 2022
Éditeur: ISCA
DOI: 10.21437/iberspeech.2022-38

Multimodal Feature Evaluation and Fusion for Emotional Well-Being Monitorization

Auteurs: Irune Zubiaga and Raquel Justo
Publié dans: Pattern Recognition and Image Analysis. IbPRIA 2022. Lecture Notes in Computer Science, Numéro 13256, 2022, ISBN 978-3-031-04880-7
Éditeur: Springer, Cham
DOI: 10.1007/978-3-031-04881-4_20

Working together to close the gap between digital mental health research and real world implementation: Facilitating dialogues between academics, service providers, industry and the public

Auteurs: Raymond Bond, Edel Ennis, Maurice Mulvenna, Zoraida Callejas
Publié dans: Conference Proceedings: International Digital Mental Health & Wellbeing Conference, 2023
Éditeur: Ulster University
DOI: 10.21251/egce-qh89

How Human Likeness, Gender and Ethnicity affect Elders’Acceptance of Assistive Robots

Auteurs: Anna Esposito, Terry Amorese, Marialucia Cuciniello, Maria Teresa Riviello, Gennaro Cordasco
Publié dans: 2020 IEEE International Conference on Human-Machine Systems (ICHMS), 2020, Page(s) 1-6, ISBN 978-1-7281-5871-6
Éditeur: IEEE
DOI: 10.1109/ichms49158.2020.9209546

Managing Multi-task Dialogs by Means of a Statistical Dialog Management Technique

Auteurs: David Griol, Zoraida Callejas, José F. Quesada
Publié dans: Increasing Naturalness and Flexibility in Spoken Dialogue Interaction. Lecture Notes in Electrical Engineering, Numéro 714, 2021
Éditeur: Springer
DOI: 10.1007/978-981-15-9323-9_6

Implementation of a Statistical Dialogue Manager for Commercial Conversational Systems

Auteurs: Pablo Cañas, David Griol
Publié dans: 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO), 2021, ISBN 978-3-030-57801-5
Éditeur: Springer, Cham
DOI: 10.1007/978-3-030-57802-2_37

Discovering Dialog Rules by Means of an Evolutionary Approach

Auteurs: David Griol, Zoraida Callejas
Publié dans: Interspeech 2019, 2019, Page(s) 1473-1477
Éditeur: ISCA
DOI: 10.21437/interspeech.2019-2230

The Dependability of Voice on Elders’ Acceptance of Humanoid Agents

Auteurs: Anna Esposito, Terry Amorese, Marialucia Cuciniello, Maria Teresa Riviello, Antonietta M. Esposito, Alda Troncone, Gennaro Cordasco
Publié dans: Interspeech 2019, 2019, Page(s) 31-35
Éditeur: ISCA
DOI: 10.21437/interspeech.2019-1734

Is Autism, Attention Deficit Hyperactivity Disorder (ADHD) and Specific Learning Disorder linked to Impaired Emotion Recognition in Primary School Aged Children?

Auteurs: Aliki Economides, Chiara Baiano, Isa Zappullo, Massimiliano Conson, Joulietta Kalli-Laouri, Yiannis Laouris, Anna Esposito
Publié dans: Proc. IEEE International Conference on Human-Machine Systems (ICHMS), 2020, ISBN 978-1-7281-5872-3
Éditeur: IEEE
DOI: 10.1109/ichms49158.2020.9209413

A Proposal for Developing and Deploying Statistical Dialog Management in Commercial Conversational Platforms

Auteurs: Pablo Cañas, David Griol, Zoraida Callejas
Publié dans: Hybrid Artificial Intelligent Systems. HAIS 2022. Lecture Notes in Computer Science, Numéro 13469, 2022
Éditeur: Springer, Cham
DOI: 10.1007/978-3-031-15471-3_35

Mobile Conversational Agents for Stroke Rehabilitation Therapy

Auteurs: David Griol, Zoraida Callejas
Publié dans: 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS), 2019, Page(s) 513-518, ISBN 978-1-7281-2286-1
Éditeur: IEEE
DOI: 10.1109/cbms.2019.00104

Emotional Features of Interactions With Empathic Agents

Auteurs: Claudia Greco, Carmela Buono, Pau Buch-Cardona, Gennaro Cordasco, Sergio Escalera, Anna Esposito, Anais Fernandez, Daria Kyslitska, Maria Stylianou Kornes, Cristina Palmero, Jofre Tenorio Laranga, Anna Torp Johansen, Maria Inés Torres
Publié dans: 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021, Page(s) 2168-2176
Éditeur: IEEE
DOI: 10.1109/iccvw54120.2021.00246

Emotional virtual agents: how do young people decode synthetic facial expressions?

Auteurs: Anna Esposito, Terry Amorese, Marialucia Cuciniello, Gennaro Cordasco
Publié dans: Proceedings of the First Workshop on Technology Enhanced Learning Environments for Blended Education (teleXbe2021), 2021
Éditeur: CEUR

Measuring and Fostering Engagement with Mental Health e-Coaches

Auteurs: Zoraida Callejas, David Griol, Kawtar Benghazi, Manuel Noguera, Gerard Chollet, María Inés Torres, Anna Esposito
Publié dans: Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020, Page(s) 275-279, ISBN 9781450380027
Éditeur: ACM
DOI: 10.1145/3395035.3425316

A Research Agenda for Dementia Care: Prevention, Risk Mitigation and Personalized Interventions

Auteurs: Anna Esposito, Alessandro Vinciarelli, Gennaro Cordasco
Publié dans: Advances in Assistive Technologies. Learning and Analytics in Intelligent Systems, Numéro 28, 2022, ISBN 978-3-030-87131-4
Éditeur: Springer, Cham
DOI: 10.1007/978-3-030-87132-1_3

Towards a Semantic Data Model for Representing, Storing, and Retrieving Knowledge about Coping Strategies for Use in Digital Mental Health Interventions

Auteurs: Edel Ennis, Raymond Bond, Maurice Mulvenna, Zoraida Callejas, Alexander Duttenhöfer, Stephanie Heidepriem, Christian Nawroth, Christopher McCausland, Siobhan O'Neill, Matthias Hemmje
Publié dans: Book of abstracts, European Conference on Mental Health, 2022
Éditeur: European Conference on Mental Health

Comparing Middle-Aged and Seniors’ Preferences Toward Virtual Agents and Android Robots: Is There a Generational Shift in Assistive Technologies’ Preferences?

Auteurs: Anna Esposito, Terry Amorese, Marialucia Cuciniello, Filippo Cavallo, Alessandro Vinciarelli, Gennaro Cordasco 
Publié dans: Ambient Assisted Living. ForItAAL 2020. Lecture Notes in Electrical Engineering, Numéro 884, 2022, ISBN 978-3-031-08837-7
Éditeur: Springer, Cham
DOI: 10.1007/978-3-031-08838-4_6

A cross-cultural survey to identify Seniors’ preferences towards the Empathic Virtual Coach

Auteurs: Marialucia Cuciniello, Terry Amorese, Claudia Greco, Gennaro Raimo, Gennaro Cordasco, Maria Stylianou Kornes, Anna Torp Johansen, Kristin Beck Gjellesvik, Anais Fernandez, Daria Kyslitska, Eduardo González-Fraile, Begoña Fernández-Ruanova, Jofre Tenorio-Laranga, María Inés Torres, Anna Esposito
Publié dans: Proc. 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), 2022
Éditeur: IEEE
DOI: 10.1109/dasc/picom/cbdcom/cy55231.2022.9927961

Two-stage deep learning approach for speech enhancement and reconstruction in the frequency and time domains

Auteurs: Soha A. Nossier; Julie Wall; Mansour Moniri; Cornelius Glackin; Nigel Cannings
Publié dans: Proc. of the 2022 International Joint Conference on Neural Networks (IJCNN), 2022
Éditeur: IEEE
DOI: 10.1109/ijcnn55064.2022.9892355

Handwriting and Drawing for Depression Detection: A Preliminary Study

Auteurs: Raimo, Gennaro; Buonanno, Michele; Conson, Massimiliano; Cordasco, Gennaro; Faundez-Zanuy, Marcos; Marrone, Stefano; Marulli, Fiammetta; Vinciarelli, Alessandro; Esposito, Anna
Publié dans: Applied Intelligence and Informatics, 2022, ISBN 978-3-031-24801-6
Éditeur: Springer
DOI: 10.48550/arxiv.2302.02499

Other (3)

Cancer Survivorship and AI for Well-being White Paper: A European research projects collaborative perspective

Auteurs: Callejas Carrión, Zoraida; Flynn, Tom
Publié dans: Numéro 10, 2023
Éditeur: CS_AIW Cluster

Supplemental Material - Reciprocity versus Self-Interest in a Competitive Interaction Context: An Experimental Study

Auteurs: Greco, Claudia; Esposito, Anna; Cordasco, Gennaro; Matarazzo, Olimpia
Publié dans: Numéro 8, 2022
Éditeur: SAGE Publishing
DOI: 10.25384/sage.21230366

Conference Proceedings: International Digital Mental Health & Wellbeing Conference: Book of abstracts

Auteurs: Raymond Bond, Maurice Mulvenna, Edel Ennis
Publié dans: 2023
Éditeur: Ulster University
DOI: 10.21251/egce-qh89--