- Horvat, M., Bogunović, N., & Ćosić, K. (2014). STIMONT: A core ontology for multimedia stimuli description. Multimedia Tools and Applications, 73(3), 1103-1127.
- Horvat, M., Vuković, M., & Car, Ž. (2016). Evaluation of keyword search in affective multimedia databases. Transactions on Computational Collective Intelligence XXI: Special Issue on Keyword Search and Big Data. 50-68.
- Horvat, M., Kukolja, D., & Ivanec, D. (2015). Retrieval of multimedia stimuli with semantic and emotional cues: Suggestions from a controlled study. 38th International Convention on Information and Communication Technology, Electronics and Microelectronics MIPRO 2015, 1399-1402.
Work Groups (WGs)
WG1 - WG2 – "Keyword Search"
Fields of Expertise:
Artificial intelligence - Clustering and classification - Collaborative and social computing systems and tools - Data mining - Decision support systems - Description logics - Document representation - Evaluation of retrieval results - Formal languages and automata theory - Human computer interaction (HCI) - Information retrieval - Information systems - Knowledge representation and reasoning - Logic - Logic programming and answer set programming - Machine learning - Multimedia and multimodal retrieval - Multimedia information systems - Nonmonotonic, default reasoning and belief revision - Novelty in information retrieval - Ontology engineering - Probabilistic algorithms - Probabilistic inference problems - Probabilistic reasoning - Probabilistic reasoning algorithms - Probabilistic representations - Probabilistic retrieval models - Rank aggregation - Reasoning about belief and knowledge - Recommender systems - Retrieval models and ranking - Search methodologies - Semantic networks - Semantic web description languages - Semantics and reasoning - Sentiment analysis - Similarity measures - Top-k retrieval in databases - Ubiquitous and mobile computing - Vagueness and fuzzy logic
Expectations from the action:
Joint Research Activities - Knowledge expansion - Participation / Writing EU projects
Available to host STSMs:
Research initiatives that you want to carry out with people in Keystone:
ontologies, semantic networks, formal and probabilistic reasoning, multimedia and multimodal retrieval, affective computing, HCI
Papers By: Marko Horvat