Björn Gambäck
Background and activities
See Google Scholar for a more up-to-date list of publications.
Lecturing:
- Spring semester: Intelligent Text Analytics and Language Understanding (TDT4310; 7.5 credits)
- Fall semester: Computational Creativity and Advanced Text Analytics and Language Understanding ("Theory modules", TDT12 resp. TDT13; 3.75 credits)
Potential Master's Thesis topics: see the department's list (but also check out my introduction to writing a Master's Thesis in Language Technology or Computational Creativity!)
Scientific, academic and artistic work
A selection of recent journal publications, artistic productions, books, including book and report excerpts. See all publications in the database
2020
- (2020) Deep Learning Based Sentiment Analysis in a Code-Mixed English-Hindi and English-Bengali Social Media Corpus. International journal on artificial intelligence tools. vol. 29 (5).
2019
- (2019) Evolvable Media Repositories: An Evolutionary System to Retrieve and Ever-Renovate Related Media Web Content. Advances in Intelligent Systems and Computing. vol. 998.
- (2019) Understanding the Psycho-Sociological Facets of Homophily in Social Network Communities. IEEE Computational Intelligence Magazine. vol. 14 (2).
2018
- (2018) Deep Learning-Based Language Identification in English-Hindi-Bengali Code-Mixed Social Media Corpora. Journal of Intelligent Systems.
- (2018) Collecting and Annotating Indian Social Media Code-Mixed Corpora. Lecture Notes in Computer Science (LNCS). vol. LNCS 9624.
- (2018) Co-evolving melodies and harmonization in evolutionary music composition. Lecture Notes in Computer Science (LNCS). vol. 10783 LNCS.
- (2018) Sarcasm Annotation and Detection in Tweets. Lecture Notes in Computer Science (LNCS). vol. 10762 LNCS.
- (2018) Named Entity Recognition for Amharic Using Stack-Based Deep Learning. Lecture Notes in Computer Science (LNCS). vol. 10761 LNCS.
2017
- (2017) Inducing Personalities and Values from Language Use in Social Network Communities. Information Systems Frontiers.
2015
- (2015) Code-Mixing in Social Media Text: The Last Language Identification Frontier?. Revue TAL. vol. 54 (3).
2014
- (2014) सocial-ईndia 2014: Proceedings of the 1st Workshop on Language Technologies for Indian Social Media. Association for Computational Linguistics. 2014. ISBN 9788177649604.
2013
- (2013) Ensembles of Decision Trees for Network Intrusion Detection Systems. International journal on advances in security. vol. 6 (1&2).
- (2013) How Was Your Day? Evaluating a Conversational Companion. IEEE Transactions on Affective Computing. vol. 4 (3).
2012
- (2012) A Multiple Platform Approach to Building a Bus Route Information System for Mobile Devices. Lecture Notes in Informatics. vol. 204.
- (2012) The 5W Structure for Sentiment Summarization-Visualization-Tracking. Lecture Notes in Computer Science (LNCS). vol. 7181.
- (2012) Context-Awareness and Real-Time Information in an Intelligent Smartphone Application. Lecture Notes in Informatics. vol. 204.
2011
- (2011) Active Learning for Dialogue Act Classification. Interspeech. vol. 12.
- (2011) Interaction Strategies for an Affective Conversational Agent. Presence - Teleoperators and Virtual Environments. vol. 20 (5).
- (2011) Multimodal and mobile conversational Health and Fitness Companions. Computer Speech and Language. vol. 25 (2).
2009
- (2009) Classifying Amharic webnews. Information retrieval (Boston). vol. 12 (3).