Social Semantic Emotion Analysis for Innovative Multilingual Big Data Analytics Markets

Deliverables

Call Centre Operations Pilot Implementation, final version

Call Centre Operations Pilot Implementation final version

Call Centre Operations Pilot Implementation, initial version

Call Centre Operations Pilot Implementation initial version

Brand Reputation Management Pilot Implementation, initial version

Brand Reputation Management Pilot Implementation initial version

Social TV Pilot Implementation, final version

Social TV Pilot Implementation final version

Brand Reputation Management Pilot Implementation, final version

Brand Reputation Management Pilot Implementation final version

Social TV Pilot Implementation, initial version

Social TV Pilot Implementation initial version

Acceleration of Large-scale Emotion Analysis Methods, final version

Adaptive Multilingual, Multimodal Fusion for Emotion Recognition, initial version

Adaptive Multilingual Multimodal Fusion for Emotion Recognition initial version

Social Context Analysis for Emotion Recognition, initial version

Social Context Analysis for Emotion Recognition initial version

Emotion Recognition from Image and Video Content, final version

Emotion Recognition from Image and Video Content final version

Emotion Recognition from Image and Video Content, initial version

Emotion Recognition from Image and Video Content initial version

Final Version of the MixedEmotions Platform

Emotion Recognition from Multilingual Audio Content, initial version

Emotion Recognition from Multilingual Audio Content initial version

Emotion Recognition from Multilingual Audio Content, final version

Emotion Recognition from Multilingual Audio Content final version

Social Semantic Knowledge Graph Infrastructure and API, initial version

Social Semantic Knowledge Graph Infrastructure and API initial version

Social Context Analysis for Emotion Recognition, final version

Social Context Analysis for Emotion Recognition final version

Emotion Recognition from Multilingual Textual Content, initial version

Emotion Recognition from Multilingual Textual Content initial version

Acceleration of Large-scale Emotion Analysis Methods, initial version

Acceleration of Largescale Emotion Analysis Methods initial version

Architecture Specification and Platform Implementation, initial version

Architecture Specification and Platform Implementation initial version

Architecture Specification and Platform Implementation, final version

Architecture Specification and Platform Implementation final version

Emotion Recognition from Multilingual Textual Content, final version

Emotion Recognition from Multilingual Textual Content final version

Adaptive Multilingual, Multimodal Fusion for Emotion Recognition, final version

Adaptive Multilingual Multimodal Fusion for Emotion Recognition final version

Social Semantic Knowledge Graph Infrastructure and API, final version

Social Semantic Knowledge Graph Infrastructure and API final version

Data Management Plan V2

Data Management Plan, final version

Communication Report, initial version

Communication Report initial version

Dissemination Report, final version

Dissemination Report final version

Data Modelling for the Social Semantic Knowledge Graph, final version

Data Modelling for the Social Semantic Knowledge Graph final version

Detailed Training Activities Plan

Data Management Report

Dissemination Report, initial version

Dissemination Report initial version

Data Modelling for the Social Semantic Knowledge Graph, initial version

Data Modelling for the Social Semantic Knowledge Graph initial version

Dissemination Plan

Data Management Plan V1

Data Management Plan initial version

Training Activities Report

Common Methodology and Infrastructure Specification

Communication Plan

Communication Report, final version

Communication Report final version

MixedEmotions Technology Webinar, v1

MixedEmotions Technology Webinar v1

MixedEmotions Technology Webinar, v2

MixedEmotions Technology Webinar v2

MixedEmotions Website Online

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Publications

BUTknot: Supervised Machine Learning and Term Substitution Approach in Aspect Category Detection

Author(s): Jakub Machacek
Published in: Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics, SemEval 2016, 2016, Page(s) 6
Publisher: Association for Computational Linguistics

Exploring the Importance of Individual Differences to the Automatic Estimation of Emotions Induced by Music

Author(s): Hesam Sagha, Eduardo Coutinho, Björn Schuller
Published in: Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge - AVEC '15, 2015, Page(s) 57-63, ISBN 9781-450337434
Publisher: ACM Press
DOI: 10.1145/2808196.2811643

The ICL-TUM-PASSAU Approach for the MediaEval 2015 “Affective Impact of Movies” Task

Author(s): George Trigeorgis, Eduardo Coutinho, Fabien Ringeval, Erik Marchi, Stefanos Zafeiriou, Björn Schuller
Published in: Proceedings of the MediaEval 2015 Workshop, 2015
Publisher: ceur-ws.org

Cross-language acoustic emotion recognition: An overview and some tendencies

Author(s): Silvia Monica Feraru, Dagmar Schuller, Bjdrn Schuller
Published in: 2015 International Conference on Affective Computing and Intelligent Interaction (ACII), 2015, Page(s) 125-131, ISBN 978-1-4799-9953-8
Publisher: IEEE
DOI: 10.1109/ACII.2015.7344561

Adieu Features? End-to-End Speech Emotion Recognition using a Deep Convolutional Recurrent Network

Author(s): George Trigeorgis, Fabien Ringeval,Raymond Brueckner, Erik Marchi, Mihalis A. Nicolaou, Björn Schuller, Stefanos Zafeiriou
Published in: in Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing, 2016
Publisher: IEEE

Enhanced Semi-Supervised Learning for Multimodal Emotion Recognition

Author(s): Zixing Zhang, Fabien Ringeval, Bin Dong, Eduardo Coutinho, Erik Marchi, Björn Schuller
Published in: in Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing, 2016, ISBN 978-1-941643-32-7
Publisher: IEEE

Cross Lingual Speech Emotion Recognition using Canonical Correlation Analysis on Principal Component Subspace

Author(s): Hesam Sagha, Jun Deng, Maryna Gavryukova, Jing Han, Björn Schuller
Published in: Proceedings 41st IEEE International Conference on Acoustics, Speech, and Signal Processing, 2016
Publisher: IEEE

Sociocognitive Language Processing - Emphasising the Soft Factors

Author(s): Björn Schuller, Michael F. McTear
Published in: Proceedings of the Seventh International Workshop on Spoken Dialogue Systems, 2016
Publisher: Springer

AV+EC 2015 - The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data

Author(s): Fabien Ringeval, Björn Schuller, Michel Valstar, Shashank Jaiswal, Erik Marchi, Denis Lalanne, Roddy Cowie, Maja Pantic
Published in: Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge - AVEC '15, 2015, Page(s) 3-8, ISBN 9781-450337434
Publisher: ACM Press
DOI: 10.1145/2808196.2811642

AVEC 2015 – The 5th International Audio/Visual Emotion Challenge and Workshop

Author(s): Fabien Ringeval, Björn Schuller, Michel Valstar, Roddy Cowie, Maja Pantic
Published in: in Proceedings of the 23rd ACM International Conference on Multimedia, 2015
Publisher: ACM

Community topic usage in social networks

Author(s): Ian D Wood
Published in: Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications, 2015, Page(s) 3-9, ISBN 978-1-4503-3784-7
Publisher: Association for Computing Machinery
DOI: 10.1145/2809936.2809937

CILI: the Collaborative Interlingual Index

Author(s): Francis Bond, Piek Vossen, John P. McCrae and Christiane Fellbaum
Published in: Proceedings of the Eighth Global WordNet Conference, 2016, Page(s) 50-57, ISBN 978-973-0-20728-6
Publisher: Global WordNet Association

Toward a truly multilingual Global Wordnet Grid

Author(s): Francis Bond, Piek Vossen and John P. McCrae
Published in: Proceedings of the Eighth Global WordNet Conference, 2016, Page(s) 419-426, ISBN 978-973-0-20728-6
Publisher: Global WordNet Association

Curse or Boon? Presence of Subjunctive Mood in Opinionated Text

Author(s): Sapna Negi and Paul Buitelaar
Published in: Proceedings of the 11th International Conference on Computational Semantics, 2015, Page(s) 101-106, ISBN 978-1-941643-33-4
Publisher: Association for Computational Linguistics

Towards the extraction of customer-to-customer suggestions from reviews

Author(s): Sapna Negi, Paul Buitelaar
Published in: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015, Page(s) 2159-2167
Publisher: Association for Computational Linguistics

A Linked Data Model for Multimodal Sentiment and Emotion Analysis

Author(s): Sánchez-Rada, J. F., Iglesias, C. A. & Gil, R
Published in: Proceedings of the 4th Workshop on Linked Data in Linguistics: Resources and Applications, 2015, Page(s) 11-19
Publisher: Association for Computational Linguistics

Aspect based Sentiment Analysis of Spanish Tweets

Author(s): Araque, O., Corcuera-Platas, I., Román-Gómez, C., Iglesias, C. A. & Sánchez-Rada, J. F.
Published in: Proceedings of TASS 2015: Workshop on Sentiment Analysis at SEPLN, 2015, Page(s) 29-34
Publisher: Association for Computational Linguistics

Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks

Author(s): Zixing Zhang, Fabien Ringeval, Jing Han, Jun Deng, Erik Marchi, Björn Schuller
Published in: Interspeech 2016, 2016, Page(s) 3593-3597, ISSN 1990-9772
Publisher: ISCA
DOI: 10.21437/Interspeech.2016-998

An Evaluation Dataset for Linked Data Profiling.

Author(s): Andrejs Abele, John P. McCrae, Paul Buitelaar
Published in: 2017, Page(s) 1-9
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-59888-8_1

Senpy: A Pragmatic Linked Sentiment Analysis Framework

Author(s): J. Fernando Sanchez-Rada, Carlos A. Iglesias, Ignacio Corcuera, Oscar Araque
Published in: 2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2016, Page(s) 735-742, ISBN 978-1-5090-5206-6
Publisher: IEEE
DOI: 10.1109/DSAA.2016.79

The Colloquial WordNet: Extending Princeton WordNet with Neologisms.

Author(s): John P. McCrae, Ian Wood, Amanda Hicks
Published in: 2017, Page(s) 194-202
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-59888-8_17

Enhancing Multilingual Recognition of Emotion in Speech by Language Identification.

Author(s): Hesam Sagha, Pavel Matejka, Maryna Gavryukova, Filip Povolný, Erik Marchi, Björn W. Schuller
Published in: 2016
Publisher: International Speech Communication Association

Expanding wordnets to new languages with multilingual sense disambiguation.

Author(s): Mihael Arcan, John P. McCrae and Paul Buitelaar
Published in: 2017
Publisher: ACL

A Study of Suggestions in Opinionated Texts and their Automatic Detection.

Author(s): Sapna Negi, Kartik Asooja, Shubham Mehrotra, Paul Buitelaar.
Published in: 2016
Publisher: ACL

Multimodal Emotion Recognition for AVEC 2016 Challenge

Author(s): Filip Povolny, Pavel Matejka, Michal Hradis, Anna Popkov?, Lubomir Otrusina, Pavel Smrz, Ian Wood, Cecile Robin, Lori Lamel
Published in: Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge - AVEC '16, 2016, Page(s) 75-82, ISBN 9781-450345163
Publisher: ACM Press
DOI: 10.1145/2988257.2988268

Suggestion Mining from Opinionated text.

Author(s): Sapna Negi
Published in: 2016
Publisher: ACL

Translating Ontologies in a Real-World Setting with ESSOT.

Author(s): Mihael Arcan, Mauro Dragoni, Paul Buitelaar
Published in: 2016, Page(s) 241-256
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-46547-0_25

Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models

Author(s): Arianna Mencattini, Eugenio Martinelli, Fabien Ringeval, Bjorn Schuller, Corrado Di Natlae
Published in: IEEE Transactions on Affective Computing, 2016, Page(s) 1-1, ISSN 1949-3045
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TAFFC.2016.2531664

Computing Semantic Similarity of Concepts in Knowledge Graphs

Author(s): Ganggao Zhu, Carlos A. Iglesias
Published in: IEEE Transactions on Knowledge and Data Engineering, 29/1, 2017, Page(s) 72-85, ISSN 1041-4347
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TKDE.2016.2610428

Enhancing deep learning sentiment analysis with ensemble techniques in social applications

Author(s): Oscar Araque, Ignacio Corcuera-Platas, J. Fernando Sánchez-Rada, Carlos A. Iglesias
Published in: Expert Systems with Applications, 77, 2017, Page(s) 236-246, ISSN 0957-4174
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2017.02.002

Speech Analysis in the Big Data Era

Author(s): Björn W. Schuller
Published in: Text, Speech, and Dialogue, 2015, Page(s) 3-11, ISBN 978-3-319-24033-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-24033-6_1

Suggestion Mining from Opinionated Text

Author(s): Sapna Negi, Paul Buitelaar
Published in: The Handbook of Sentiment Analysis in Social Networks, 2016, ISBN 9780-128044124
Publisher: Elsevier

Linked Data Models for Sentiment and Emotion Analysis in Social Networks

Author(s): Carlos A. Iglesias, J, Fernando Sanchez-Rada, Gabriela Vulcu, Paul Buitelaar
Published in: The Handbook of Sentiment Analysis in Social Networks, 2016, ISBN 9780-128044124
Publisher: Elsevier

Deliverables

Publications

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