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MindSpaces - Art-driven adaptive outdoors and indoors design

Livrables

Open calls to external parties v1

After the implementation of each prototype, a progress report with the results of each phase will be delivered in this deliverable. The results from the first open call will be reported on M14.

Open calls to external parties v2

After the implementation of each prototype a progress report with the results of each phase will be delivered in this deliverable The results from the two last open calls will be reported by the end of the project M36

Initial dissemination plan and communication material

This deliverable comprises the design and setup of the project website, which will provide up-to-date information on intermediate and final project results. This deliverable will also present the initial dissemination plan of the project and the creation of the project’s communication material (project presentation, communication kit), which will be used as part of other dissemination activities.

Textual analysis of archival material

This deliverable will elaborate on the advanced tools that have been deployed during the project for analyzing textual data

Emotional and cognitive sensing

This deliverable will report the advanced techniques for EEG and physiological sensing used to assess the emotional cognitive state of the end users Fusion of multisensory measurements and their examination over time

Art in society

Description of the scientific background supporting emotional and behavioral effects of art in society and related ethical issues

Emotion recognition and behavioral understanding tools v1

This deliverable will present basic techniques for realtime emotion recognition that rely on EEG and physiological signals are going to presented in this deliverable in the middle and finish of the project This deliverable will also present a basic version of behavioral understanding from visual data

Text generation tools v2

This deliverable will be an updated version of the previous report presenting advanced tools that will be applied to provide an augmented textual information to the users during their VR experience

Prototypes and VR development v1

This report will present extensive details about the architecture and the VR tools of MindSpaces 1st prototype.

Prototypes evaluation and user requirements v1

This deliverable will describe the methodology process and results of the evaluation of the first prototype and a plan for the evaluation methodology of the second prototype Additionally it will contain a description of the datasets for the use cases of user requirements if necessary and of the evaluation plan

Prototypes and VR development v3

This report will present extensive details about the final prototype of the MindSpaces system and its tools

Semantic and emotion reasoning tools for 3D-Spaces adaptation v1

In this deliverable will report the basic semantics and reasoning techniques that will be applied so as to integrate all the information from the analysis so as to create novel 3D-models based on the end-user’s emotions. This deliverable will also describe the reasoning tools that will be developed in MindSpaces so as to change the derived 3D-models in an online manner. These tools will be basically based on the uses’ emotional and behavioral changes

Analysis of multimodal signals

This deliverable will present the basic techniques for 3d-reconstuction of interior and exterior spaces, aesthetics extraction and texture generation and textual analysis.

Prototypes evaluation and user requirements v2

This deliverable will describe the methodology process and results of the evaluation of the second prototype and an updated plan for the evaluation methodology of the final prototype Additionally it will contain an updated description of the datasets for the use cases of user requirements if necessary and of the evaluation plan

Ethics requirements and legal framework

This deliverable will report the ethics and legal requirements taken into account by the project

Technical requirements and architecture

This deliverable contains the technical requirements that will be taken into account during the implementation of the MindSpaces platform. In addition, it describes the functionalities that will be supported by the platform. The deliverable will also present the UI and UX prototypes that are going to be deployed for MindSpaces purposes. Finally, it outlines the system architecture that will be used for the implementation of the platform prototypes.

Design needs in architecture and urban scale and use case scenarios v2

This deliverable will present an updated version of the report regarding the urban design needs that will be addressed in the pilots It will also include a short outline of the evaluation methodology

Public final activity report and final self-assessment

This deliverable will contain i the consortium presentation and the objectives of MindSpaces ii a summary of the project results iii the management of the data generated in MindSpaces iv the assessment against the performance indicators defined in D12 and v the impact achieved by the project

Emotion recognition and behavioral understanding tools v2

Advanced techniques for realtime emotion recognition that rely on EEG and physiological signals are going to presented in this deliverable in the middle and finish of the project This deliverable will also present an advanced version of behavioral understanding from visual data

Initial data collection from sensors

This deliverable will report the basic techniques that have been used during the first months of the project so that the technical partners could collect the appropriate data for the implementation of MindSpaces use cases.

Prototypes evaluation and user requirements v3

This deliverable will describe the methodology process and results of the final prototype evaluation

Final dissemination and collaboration report

This deliverable will provide the final version of the report on the dissemination and collaboration activities carried out in the project It will also include the public Showcase of the project results

Prototypes and VR development v2

This report will present extensive details about the architecture and the VR tools of MindSpaces 2nd prototype

Web crawling and social media sensing

This deliverable will describe the advanced techniques for the creation of the multimedia and textual datasets based on Web and social media crawling as well as for the collection of artrelated and architecture related content Furthermore it will describe the visual sensing methods that were used for assessing the behavior of end users actions and social interaction Visual sensing methods for the tracking of individuals in crowded and empty spaces

Use cases, requirements and evaluation plan

This deliverable will describe an update version of the pilot use cases, as well as the user requirements with regard to the three pilot use cases. It will also include a short outline of the evaluation methodology.

Visual analysis tools

This deliverable will report the advanced techniques that have been used in MindSpaces for analyzing all the acquired visual data Namely it will report advanced techniques for the 3Dreconstuction of interior and exterior spaces and advanced techniques on aesthetics extraction and texture generation

City sensing

This report will describe the advanced techniques that was used to acquire the 3D models of interior and exterior spaces

Design needs in architecture and urban scale and use case scenarios v1

This deliverable will report the urban design needs that will be addressed in the pilot use cases as well as the related user requirements It will also include a short outline of the evaluation methodology

Roadmap towards the implementation of the MindSpaces platform

This deliverable will provide the time plan for the development of the MindSpaces platform. It will specify the functionality of the modules that will be developed within MindSpaces and of the platform as a whole. In addition, it will provide the specifications for the technical infrastructure and a detailed description of the resources needed to achieve the aforementioned functionality.

Semantic and emotion reasoning tools for 3D-Spaces adaptation v2

This will be an updated version of deliverable D53 presenting more advanced semantics and reasoning techniques that will be applied so as to integrate all the information from the analysis so as to create novel 3Dmodels based on the endusers emotions

Report on standardization, dissemination and collaboration activities

This deliverable will present the first and second version of the project’s report on the undertaken standardization, dissemination and collaboration activities.

Text generation tools v1

This deliverable will elaborate on the basic tools that will be applied so that the end-users could have an augmented textual information during their VR experience.

Publications

A MODULAR MOBILE MAPPING PLATFORM FOR COMPLEX INDOOR AND OUTDOOR ENVIRONMENTS

Auteurs: I. Kalisperakis, T. Mandilaras, A. El Saer, P. Stamatopoulou, C. Stentoumis, S. Bourou, L. Grammatikopoulos
Publié dans: ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Numéro XLIII-B1-2020, 2020, Page(s) 243-250, ISSN 2194-9034
Éditeur: Copernicus Publications
DOI: 10.5194/isprs-archives-xliii-b1-2020-243-2020

Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models

Auteurs: Laura Pérez-Mayos, Alba Táboas García, Simon Mille, Leo Wanner
Publié dans: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. (pp. 3799-3812)., 2021, ISSN 2307-387X
Éditeur: Association for Computational Linguistics
DOI: 10.48550/arxiv.2105.04688

A paleo-neurologic investigation of the social brain hypothesis in frontotemporal dementia

Auteurs: Vandenbulcke M, Van de Vliet L, Sun J, Huang YA, Van Den Bossche MJA, Sunaert S, Peeters R, Zhu Q, Vanduffel W, de Gelder B, De Winter FL, Van den Stock J.
Publié dans: Cerebral Cortex, 2022 Link, 2022, ISSN 1047-3211
Éditeur: Oxford University Press
DOI: 10.1093/cercor/bhac089

Decoding the difference between explicit and implicit body expression representation in high level visual, prefrontal and inferior parietal cortex

Auteurs: Giuseppe Marrazzo, Maarten Vaessen and Beatrice de Gelder
Publié dans: NeuroImage, 2021, 243: 118545, 2021, ISSN 1053-8119
Éditeur: Academic Press
DOI: 10.1016/j.neuroimage.2021.118545

Threat Detection in Nearby Space Mobilizes Human Ventral Premotor Cortex, Intraparietal Sulcus, and Amygdala

Auteurs: de Borst, A.W.; de Gelder, B.
Publié dans: Brain Science, 2022, 2022, ISSN 2076-3425
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci12030391

Selected Challenges in Grammar-based Text Generation from the Semantic Web

Auteurs: Mille S
Publié dans: Artificial Intelligence-5th RAAI Summer School, Dolgoprudny, Russia, July 4–7, 2019, Tutorial Lectures, 2019, ISSN 1611-3349
Éditeur: Springer

A large-scale brain network of species-specific dynamic human body perception

Auteurs: Baichen Li, Marta Poyo Solanas, Giuseppe Marrazzo, Rajani Raman, Nick Taubert, Martin Giese, Rufin Vogels and Beatrice de Gelder
Publié dans: V-VSS, OHBM 2022, 2022, ISSN 1556-5068
Éditeur: SSRN Electronic Journal
DOI: 10.1101/2022.07.22.501117

The role of computational and subjective features in emotional body expressions

Auteurs: Solanas Marta Poyo, Maarten Vaessen and Beatrice de Gelder
Publié dans: Scientific Reports volume 10, Article number: 6202 (2020), 2020, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-020-63125-1

An effective camera-to-Lidar spatiotemporal calibration based on a simple calibration target

Auteurs: Lazaros Grammatikopoulos, Anastasios Papanagnou, Antonios Venianakis, Ilias Kalisperakis, Christos Stentoumis
Publié dans: Sensors, 2022, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22155576

Acquired Prosopagnosia with Structurally Intact and Functional Fusiform Face Area and with Face Identity-Specific Configuration Processing Deficits

Auteurs: de Gelder B, Huis In 't Veldt E, Zhan M, Van den Stock J.
Publié dans: Cerebral Cortex, 2022, 2022, ISSN 1047-3211
Éditeur: Oxford University Press
DOI: 10.1093/cercor/bhab509

MindSpaces: Art-driven adaptive outdoors and indoors design, In Ninth International Conference on Digital Presentation and Preservation of Cultural and Scientific Heritage

Auteurs: Petros Alvanitopoulos, Sotiris Diplaris, Beatrice de Gelder, Alexander Shvets, Maurice Benayoun, Panagiota Koulali, Ayman Moghnieh, Yash Shekhawat, Christos Stentoumis, Tyson Hosmer, Refik Anadol, Marta Borreguero, Alejandro Martin, Piera Sciama, Kostas Avgerinakis, Panagiotis Petrantonakis, Alexia Briassouli, Simon Mille, Anastasios Tellios, Luis Fraguada, Holger Sprengel, Ilias Kalisperakis, Nes
Publié dans: Digital Presentation and Preservation of Cultural and Scientific Heritage – DiPP2019, 2019, Page(s) 391-400
Éditeur: DiPP2019

Quantified Reproducibility Assessment of NLP Results.

Auteurs: Anya Belz, Maja Popovic´, Simon Mille.
Publié dans: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)., 2022
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2022.acl-long.2

Text-in-Context: Token-Level Error Detection for Table-to-Text Generation.

Auteurs: Kasner, Z., Mille, S. and Dušek, O.
Publié dans: Proceedings of the 14th International Conference on Natural Language Generation., 2021
Éditeur: Association for Computational Linguistics

Imageability-based Multi-modal Analysis of Urban Environments for Architects and Artists

Auteurs: T. Pistola, N. Georgakopoulou, A. Shvets, K. Chatzistavros, V.-R. Xefteris, A. Táboas García, I. Koulalis, S. Diplaris, L. Wanner, S. Vrochidis & I. Kompatsiaris
Publié dans: ICIAP 2022 Workshops. ICIAP 2022. Lecture Notes in Computer Science, vol 13373, 2022
Éditeur: Springer, Cham
DOI: 10.1007/978-3-031-13321-3_18

Targets and Aspects in Social Media Hate Speech.

Auteurs: Shvets, A., Fortuna, P., Soler, J. and Wanner, L.
Publié dans: Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021)., 2021
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2021.woah-1.19

Social Media and Web Sensing on Interior and Urban Design.

Auteurs: E.A. Stathopoulos, A. Shvets, R. Carlini, S. Diplaris, S. Vrochidis, L. Wanner & I. Kompatsiaris.
Publié dans: Proceedings of the 27th IEEE Symposium on Computers and Communications (ISCC 2022)., 2022
Éditeur: IEEE

A general benchmarking framework for text generation.

Auteurs: Moussallem, D., Kaur, P., Ferreira, T.C., van der Lee, C., Shimorina, A., Conrads, F., Röder, M., Speck, R., Gardent, C., Mille, S. and Ilinykh, N.
Publié dans: Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+)., 2020
Éditeur: Association for Computational Linguistics

A Case Study of NLG from Multimedia Data Sources: Generating Architectural Landmark Descriptions.

Auteurs: Mille, S., Alvanitopoulos, P., Salguero, R.C., Grivolla, J., Felipe, M.M., Meditskos, G., Rousi, M., Stavrothanasopoulos, K., Symeonidis, S., Vrochidis, S. and Wanner, L.
Publié dans: Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+). Association for Computational Linguistics., 2020
Éditeur: Association for Computational Linguistics

On the evolution of syntactic information encoded by BERT’s contextualized representations.

Auteurs: Laura Pérez-Mayos, Roberto Carlini, Miguel Ballesteros, Leo Wanner.
Publié dans: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume., 2021
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2021.eacl-main.191

How much pretraining data do language models need to learn syntax?

Auteurs: Laura Pérez-Mayos, Miguel Ballesteros, and Leo Wanner.
Publié dans: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing., 2021
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2021.emnlp-main.118

Targets and Aspects in Social Media Hate Speech

Auteurs: Alexander Shvets, Paula Fortuna, Juan Soler, Leo Wanner
Publié dans: Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021) (pp. 179-190)., 2021
Éditeur: Association for Computational Linguistics

The 2020 bilingual, bi-directional webnlg+ shared task overview and evaluation results (webnlg+ 2020).

Auteurs: Ferreira, T., Gardent, C., Ilinykh, N., van der Lee, C., Mille, S., Moussallem, D. and Shimorina, A.
Publié dans: Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+)., 2020
Éditeur: Association for Computational Linguistics

MindSpaces: Art-driven adaptive artists, outdoors and indoors design

Auteurs: P. Alvanitopoulos, S.Diplaris, B. de Gelder, A. Shvets, M. Benayoun, P. Koulali, A. Moghnieh, Y. Shekhawat, C. Stentoumis, T. Hosmer, R.Anadol, M. Borreguero, A.Martin, P. Sciama, K.Avgerinakis, P. Petrantonakis, A. Briassouli, S. Mille, A. Tellios, L. Fraguada, H.Sprengel, I. Kalisperakis, N. Cabanas, S. Nikolopoulos, S. Skouras, V. Vogler, D.Zavraka, J. Piesk, L. Grammatikopoulos, L. Wanner, T.
Publié dans: 9th International Conference on Digital Presentation and Preservation of Cultural and Scientific Heritage — DiPP2019, Burgas, Bulgaria, 26–28 September, 2019, 2019
Éditeur: Institute of Mathematics and Informatics at the Bulgarian Academy of Sciences
DOI: 10.5281/zenodo.3518903

Another PASS: A Reproduction Study of the Human Evaluation of a Football Report Generation System.

Auteurs: Mille, S., Ferreira, T.C., Belz, A. and Davis, B.
Publié dans: Proceedings of the 14th International Conference on Natural Language Generation., 2021
Éditeur: Association for Computational Linguistics

Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models.

Auteurs: Laura Pérez-Mayos, Alba Táboas García, Simon Mille, Leo Wanner.
Publié dans: Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021., 2021
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/2021.findings-acl.333

After the Tunnel, the shifting ontology and ethology of the emerging art-subject

Auteurs: Benayoun, M., Ag, T. R.,
Publié dans: ISEA2020 online, proceedings, 15 Oct. 2020. (MoBen), 2020
Éditeur: ISEA International

Using Robotics and A.I. to Physically Explore a Space of Aesthetic Possibilities: Defining a Physical Aesthetic Experience by the Targeted EEG Feedback of the Perceiver

Auteurs: Emanuel Gollob, Magdalena Mayer, Johannes Braumann
Publié dans: Proceedings of the Fifteenth International Conference on Tangible, Embedded, and Embodied Interaction CKGE_TMP_i ( CKGE_TMP_i TEI '21 CKGE_TMP_i ). Association for Computing Machinery, New York, NY, USA, February 2021, Article 28, pp.1–8., 2021
Éditeur: Association for Computing Machinery
DOI: 10.1145/3430524.3440647

Dialog 2021

Auteurs: Benayoun, M., Anadol, R.
Publié dans: Art Machines 2: Proceedings of the International Symposium on Machine Learning and Art, 2021
Éditeur: City University of Hong Kong

Sentiment analysis on 2D images of urban and indoor spaces using deep learning architectures

Auteurs: K. Chatzistavros, T. Pistola, S. Diplaris, K. Ioannidis, S. Vrochidis & I. Kompatsiaris
Publié dans: 19th International Conference on Content-based Multimedia Indexing (CBMI 2022), 2022
Éditeur: CBMI

The Second Multilingual Surface Realisation Shared Task (SR’19): Overview and Evaluation Results

Auteurs: Simon Mille, Anja Belz, Bernd Bohnet, Yvette Graham, Leo Wanner
Publié dans: Proceedings of the 2nd Workshop on Multilingual Surface Realisation (MSR 2019), 2019, Page(s) 1-17
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/d19-6301

Improving Scientific Article Visibility by Neural Title Simplification

Auteurs: Alexander Shvets
Publié dans: Proceedings of the 8th International Workshop on Bibliometric-enhanced Information Retrieval, 2019
Éditeur: BIR

Concept Extraction Using Pointer–Generator Networks and Distant Supervision for Data Augmentation

Auteurs: Shvets, A. and Wanner, L.
Publié dans: Proceedings of the 22nd International Conference on Knowledge Engineering and Knowledge Management. EKAW 2020. Lecture Notes in Computer Science, vol. 12387., 2020
Éditeur: Springer, Cham.
DOI: 10.1007/978-3-030-61244-3_8

Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers.

Auteurs: Luis Espinosa-Anke, Alexander Shvets, Alireza Mohammadshahi, James Henderson, Leo Wanner.
Publié dans: Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, *SEM, NAACL., 2022
Éditeur: Association for Computational Linguistics

Disentangling the properties of human evaluation methods: A classification system to support comparability, meta-evaluation and reproducibility testing.

Auteurs: Belz, A., Mille, S. and Howcroft, D.M.
Publié dans: Proceedings of the 13th International Conference on Natural Language Generation., 2020
Éditeur: Association for Computational Linguistics

Twenty years of confusion in human evaluation: NLG needs evaluation sheets and standardised definitions.

Auteurs: Howcroft, D.M., Belz, A., Clinciu, M.A., Gkatzia, D., Hasan, S.A., Mahamood, S., Mille, S., van Miltenburg, E., Santhanam, S. and Rieser, V.
Publié dans: Proceedings of the 13th International Conference on Natural Language Generation., 2020
Éditeur: Association for Computational Linguistics

The third multilingual surface realisation shared task (SR’20): Overview and evaluation results.

Auteurs: Mille, S., Belz, A., Bohnet, B., Ferreira, T.C., Graham, Y. and Wanner, L.
Publié dans: Proceedings of the Third Workshop on Multilingual Surface Realisation., 2020
Éditeur: Association for Computational Linguistics

MindSpaces: Art-driven adaptive outdoors and indoors design

Auteurs: Anastasios Tellios, Despoina Zavraka, Panagiota Koulali, Kalliopi Valsamidou, Georgios Grigoriadis
Publié dans: Balkan Architectural Biennale, Decoding Balkans, 2019
Éditeur: BAB2019

Teaching FORGe to Verbalize DBpedia Properties in Spanish

Auteurs: Simon Mille, Stamatia Dasiopoulou, Beatriz Fisas, Leo Wanner
Publié dans: Proceedings of the 12th International Conference on Natural Language Generation, 2019, Page(s) 473-483
Éditeur: Association for Computational Linguistics
DOI: 10.18653/v1/w19-8659

Value of Values

Auteurs: Maurice Benayoun, Tanya Toft
Publié dans: CENTERPOINT NOW, 2020
Éditeur: International Journal of Arts and Technology
DOI: 10.1504/ijart.2020.10029833

Collocation classification with unsupervised relation vectors

Auteurs: Luis Espinosa Anke, Steven Schockaert, Leo Wanner
Publié dans: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019
Éditeur: Association for Computational Linguistic

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