The SAC2018 special track on Cognitive Computing aims to promote a forum for scientists, engineers and practitioners, in academia and industry, to share and discuss latest advances, breakthrough results, and real-world experiences in the Cognitive Computing area. This is an interdisciplinary emerging research area, at the core of Artificial Intelligence, investigating the development of self-learning systems, that naturally interact with humans in complex environments, and are capable to adapt to context and changes in language and meaning. Original and unpublished papers dealing with all facets of the Cognitive Computing area --- such as Natural Language Processing, Knowledge Representation and Reasoning, Audio and Video Analysis, Computer-Human Interaction, Neuroscience and Cognition --- are invited.
Cognitive Knowledge Acquisition
Frameworks for acquiring Cognitive Knowledge
Tools and Methodologies for Cognitive Knowledge acquisition
Natural Language Processing for Cognitive Knowledge acquisition
Sentiment Analysis and Opinion Mining
Linguistic Resources and Cognitive Knowledge Acquisition
Machine Learning techniques (e.g., Deep Learning) for Cognitive Knowledge acquisition
Acquisition from media other than text (e.g., audio, video, images)
Linked Data and Cognitive Knowledge Acquisition
Emerging approaches for Cognitive Knowledge acquisition (e.g., crowd-based approaches).
Principled evaluation of acquired Cognitive Knowledge
Representing, Formalizing and Reasoning with Cognitive Knowledge
Ontologies for Cognitive Systems
Representation languages for Cognitive Knowledge
Reasoning about Cognitive Knowledge
Development of Cognitive Systems
Architectures for Cognitive Systems
Scalability of Cognitive Systems
Complex Cognitive Systems
Fuzzy Cognitive Systems
Applications
Real-world applications that exploit Cognitive Knowledge
Cognitive Systems for Big Data scenarios
Cognitive Techniques for Deep Learning
Cognitive Techniques for Persuasion and Recommender SystemCognitive Robotics
Cognitive Techniques for Information Retrieval
Deployment of Cognitive Systems in specific domains. For example:
Digital Humanities and Social Sciences
eGovernment and public administration
Life sciences, health and medicine
Social Media, News, and Data Streams
04月09日
2018
04月18日
2018
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