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MixedEmotions

Social Semantic Emotion Analysis for Innovative Multilingual Big Data Analytics Markets

Total Cost €

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EC-Contrib. €

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Partnership

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Project "MixedEmotions" data sheet

The following table provides information about the project.

Coordinator
NATIONAL UNIVERSITY OF IRELAND GALWAY 

Organization address
address: UNIVERSITY ROAD
city: Galway
postcode: H91
website: www.nuigalway.ie

contact info
title: n.a.
name: n.a.
surname: n.a.
function: n.a.
email: n.a.
telephone: n.a.
fax: n.a.

 Coordinator Country Ireland [IE]
 Project website http://mixedemotions-project.eu/
 Total cost 3˙529˙617 €
 EC max contribution 3˙036˙910 € (86%)
 Programme 1. H2020-EU.2.1.1.4. (Content technologies and information management: ICT for digital content, cultural and creative industries)
 Code Call H2020-ICT-2014-1
 Funding Scheme IA
 Starting year 2015
 Duration (year-month-day) from 2015-04-01   to  2017-03-31

 Partnership

Take a look of project's partnership.

# participants  country  role  EC contrib. [€] 
1    NATIONAL UNIVERSITY OF IRELAND GALWAY IE (Galway) coordinator 557˙775.00
2    VYSOKE UCENI TECHNICKE V BRNE CZ (BRNO STRED) participant 353˙637.00
3    UNIVERSITAT PASSAU DE (PASSAU) participant 343˙687.00
4    DEUTSCHE WELLE DE (BONN) participant 341˙035.00
5    SINDICE LIMITED IE (Galway) participant 331˙852.00
6    PARADIGMA DIGITAL SL ES (POZUELO DE ALARCON) participant 296˙625.00
7    UNIVERSIDAD POLITECNICA DE MADRID ES (MADRID) participant 291˙125.00
8    EXPERT SYSTEM SPA IT (ROVERETO) participant 279˙354.00
9    PHONEXIA SRO CZ (BRNO) participant 241˙818.00
10    MILLWARD BROWN CZECH REPUBLIC SRO CZ (Prague) participant 0.00

Map

 Project objective

MixedEmotions will develop innovative multilingual multi-modal Big Data analytics applications that will analyze a more complete emotional profile of user behavior using data from mixed input channels: multilingual text data sources, A/V signal input (multilingual speech, audio, video), social media (social network, comments), and structured data. Commercial applications (implemented as pilot projects) will be in Social TV, Brand Reputation Management and Call Centre Operations. Making sense of accumulated user interaction from different data sources, modalities and languages is challenging and has not yet been explored in fullness in an industrial context. Commercial solutions exist but do not address the multilingual aspect in a robust and large-scale setting and do not scale up to huge data volumes that need to be processed, or the integration of emotion analysis observations across data sources and/or modalities on a meaningful level. MixedEmotions will implement an integrated Big Linked Data platform for emotion analysis across heterogeneous data sources, different languages and modalities, building on existing state of the art tools, services and approaches that will enable the tracking of emotional aspects of user interaction and feedback on an entity level. The MixedEmotions platform will provide an integrated solution for: large-scale emotion analysis and fusion on heterogeneous, multilingual, text, speech, video and social media data streams, leveraging open access and proprietary data sources, and exploiting social context by leveraging social network graphs; semantic-level emotion information aggregation and integration through robust extraction of social semantic knowledge graphs for emotion analysis along multidimensional clusters.

 Deliverables

List of deliverables.
Data Management Plan V2 Documents, reports 2019-07-23 09:27:49
Acceleration of Large-scale Emotion Analysis Methods, final version Other 2019-07-23 09:27:49
Social TV Pilot Implementation, initial version Demonstrators, pilots, prototypes 2019-07-23 09:27:48
Social Context Analysis for Emotion Recognition, initial version Other 2019-07-23 09:27:48
Acceleration of Large-scale Emotion Analysis Methods, initial version Other 2019-07-23 09:27:48
Dissemination Report, final version Documents, reports 2019-07-23 09:27:49
Social Semantic Knowledge Graph Infrastructure and API, final version Other 2019-07-23 09:27:48
Social Semantic Knowledge Graph Infrastructure and API, initial version Other 2019-07-23 09:27:48
Adaptive Multilingual, Multimodal Fusion for Emotion Recognition, final version Other 2019-07-23 09:27:48
Social Context Analysis for Emotion Recognition, final version Other 2019-07-23 09:27:48
Call Centre Operations Pilot Implementation, initial version Demonstrators, pilots, prototypes 2019-07-23 09:27:48
Training Activities Report Documents, reports 2019-07-23 09:27:49
Brand Reputation Management Pilot Implementation, final version Demonstrators, pilots, prototypes 2019-07-23 09:27:48
Data Modelling for the Social Semantic Knowledge Graph, final version Documents, reports 2019-07-23 09:27:48
Emotion Recognition from Multilingual Textual Content, initial version Other 2019-07-23 09:27:48
Emotion Recognition from Multilingual Textual Content, final version Other 2019-07-23 09:27:48
MixedEmotions Website Online Websites, patent fillings, videos etc. 2019-07-23 09:27:49
MixedEmotions Technology Webinar, v1 Websites, patent fillings, videos etc. 2019-07-23 09:27:49
Emotion Recognition from Image and Video Content, initial version Other 2019-07-23 09:27:48
Emotion Recognition from Image and Video Content, final version Other 2019-07-23 09:27:48
Social TV Pilot Implementation, final version Demonstrators, pilots, prototypes 2019-07-23 09:27:48
Detailed Training Activities Plan Documents, reports 2019-07-23 09:27:47
Communication Report, final version Documents, reports 2019-07-23 09:27:47
Communication Report, initial version Documents, reports 2019-07-23 09:27:47
Brand Reputation Management Pilot Implementation, initial version Demonstrators, pilots, prototypes 2019-07-23 09:27:47
Dissemination Report, initial version Documents, reports 2019-07-23 09:27:47
Adaptive Multilingual, Multimodal Fusion for Emotion Recognition, initial version Other 2019-07-23 09:27:47
Architecture Specification and Platform Implementation, final version Other 2019-07-23 09:27:46
Data Management Report Documents, reports 2019-07-23 09:27:46
Data Modelling for the Social Semantic Knowledge Graph, initial version Documents, reports 2019-07-23 09:27:47
Call Centre Operations Pilot Implementation, final version Demonstrators, pilots, prototypes 2019-07-23 09:27:47
Common Methodology and Infrastructure Specification Documents, reports 2019-07-23 09:27:46
Emotion Recognition from Multilingual Audio Content, initial version Other 2019-07-23 09:27:47
Dissemination Plan Documents, reports 2019-07-23 09:27:47
Architecture Specification and Platform Implementation, initial version Other 2019-07-23 09:27:46
Communication Plan Documents, reports 2019-07-23 09:27:47
Data Management Plan V1 Documents, reports 2019-07-23 09:27:47
Emotion Recognition from Multilingual Audio Content, final version Other 2019-07-23 09:27:47
MixedEmotions Technology Webinar, v2 Websites, patent fillings, videos etc. 2019-07-23 09:27:47
Final Version of the MixedEmotions Platform Other 2019-07-23 09:27:47

Take a look to the deliverables list in detail:  detailed list of MixedEmotions deliverables.

 Publications

year authors and title journal last update
List of publications.
2016 Arianna Mencattini, Eugenio Martinelli, Fabien Ringeval, Bjorn Schuller, Corrado Di Natlae
Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models
published pages: 1-1, ISSN: 1949-3045, DOI: 10.1109/TAFFC.2016.2531664
IEEE Transactions on Affective Computing 2019-07-23
2016 Sapna Negi, Kartik Asooja, Shubham Mehrotra, Paul Buitelaar.
A Study of Suggestions in Opinionated Texts and their Automatic Detection.
published pages: , ISSN: , DOI:
2019-07-23
2016 Björn Schuller, Michael F. McTear
Sociocognitive Language Processing - Emphasising the Soft Factors
published pages: , ISSN: , DOI:
Proceedings of the Seventh International Workshop on Spoken Dialogue Systems 2019-07-23
2016 Hesam Sagha, Jun Deng, Maryna Gavryukova, Jing Han, Björn Schuller
Cross Lingual Speech Emotion Recognition using Canonical Correlation Analysis on Principal Component Subspace
published pages: , ISSN: , DOI:
Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing 2019-07-23
2017 Mihael Arcan, John P. McCrae and Paul Buitelaar
Expanding wordnets to new languages with multilingual sense disambiguation.
published pages: , ISSN: , DOI:
2019-07-23
2015 Araque, O., Corcuera-Platas, I., Román-Gómez, C., Iglesias, C. A. & Sánchez-Rada, J. F.
Aspect based Sentiment Analysis of Spanish Tweets
published pages: 29-34, ISSN: , DOI:
Proceedings of TASS 2015: Workshop on Sentiment Analysis at SEPLN 2019-07-23
2017 Oscar Araque, Ignacio Corcuera-Platas, J. Fernando Sánchez-Rada, Carlos A. Iglesias
Enhancing deep learning sentiment analysis with ensemble techniques in social applications
published pages: 236-246, ISSN: 0957-4174, DOI: 10.1016/j.eswa.2017.02.002
Expert Systems with Applications 77 2019-07-23
2016 George Trigeorgis, Fabien Ringeval,Raymond Brueckner, Erik Marchi, Mihalis A. Nicolaou, Björn Schuller, Stefanos Zafeiriou
Adieu Features? End-to-End Speech Emotion Recognition using a Deep Convolutional Recurrent Network
published pages: , ISSN: , DOI:
in Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing 2019-07-23
2016 Mihael Arcan, Mauro Dragoni, Paul Buitelaar
Translating Ontologies in a Real-World Setting with ESSOT.
published pages: 241-256, ISSN: , DOI: 10.1007/978-3-319-46547-0_25
2019-07-23
2017 Ganggao Zhu, Carlos A. Iglesias
Computing Semantic Similarity of Concepts in Knowledge Graphs
published pages: 72-85, ISSN: 1041-4347, DOI: 10.1109/TKDE.2016.2610428
IEEE Transactions on Knowledge and Data Engineering 29/1 2019-07-23
2017 John P. McCrae, Ian Wood, Amanda Hicks
The Colloquial WordNet: Extending Princeton WordNet with Neologisms.
published pages: 194-202, ISSN: , DOI: 10.1007/978-3-319-59888-8_17
2019-07-23
2016 Hesam Sagha, Pavel Matejka, Maryna Gavryukova, Filip Povolný, Erik Marchi, Björn W. Schuller
Enhancing Multilingual Recognition of Emotion in Speech by Language Identification.
published pages: , ISSN: , DOI:
2019-07-23
2015 George Trigeorgis, Eduardo Coutinho, Fabien Ringeval, Erik Marchi, Stefanos Zafeiriou, Björn Schuller
The ICL-TUM-PASSAU Approach for the MediaEval 2015 “Affective Impact of Movies” Task
published pages: , ISSN: , DOI:
Proceedings of the MediaEval 2015 Workshop 2019-07-23
2015 Sapna Negi, Paul Buitelaar
Towards the extraction of customer-to-customer suggestions from reviews
published pages: 2159-2167, ISSN: , DOI:
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing 2019-07-23
2015 Fabien Ringeval, Björn Schuller, Michel Valstar, Roddy Cowie, Maja Pantic
AVEC 2015 – The 5th International Audio/Visual Emotion Challenge and Workshop
published pages: , ISSN: , DOI:
in Proceedings of the 23rd ACM International Conference on Multimedia 2019-07-23
2016 Sapna Negi
Suggestion Mining from Opinionated text.
published pages: , ISSN: , DOI:
2019-07-23
2015 Sánchez-Rada, J. F., Iglesias, C. A. & Gil, R
A Linked Data Model for Multimodal Sentiment and Emotion Analysis
published pages: 11-19, ISSN: , DOI:
Proceedings of the 4th Workshop on Linked Data in Linguistics: Resources and Applications 2019-07-23
2016 Zixing Zhang, Fabien Ringeval, Jing Han, Jun Deng, Erik Marchi, Björn Schuller
Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks
published pages: 3593-3597, ISSN: 1990-9772, DOI: 10.21437/Interspeech.2016-998
Interspeech 2016 2019-07-23
2017 Andrejs Abele, John P. McCrae, Paul Buitelaar
An Evaluation Dataset for Linked Data Profiling.
published pages: 1-9, ISSN: , DOI: 10.1007/978-3-319-59888-8_1
2019-07-23

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