AIxIA 2021 - Advances in Artificial Intelligence: 20th International Conference of the Italian Association for Artificial Intelligence, Virtual Event, December 1-3, 2021, Revised Selected Papers

This book presents revised selected papers from the 20th International Conference of the Italian Association for Artificial Intelligence,AIxIA 2021, covering various AI topics such as planning, knowledge representation, natural language processing, and machine learning.

Format: Paperback / softback
Length: 718 pages
Publication date: 20 July 2022
Publisher: Springer International Publishing AG

This book is a compilation of revised and selected papers from the 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021), which took place virtually in December 2021. The conference featured a total of 36 full papers, which were meticulously reviewed and chosen from a pool of 58 submissions. Additionally, the volume includes 12 extended and revised workshop contributions, expanding the scope of the research presented. The papers were organized into topical sections, covering various areas of artificial intelligence:

Planning and Strategies: This section encompassed papers that explored the development of planning and decision-making algorithms, as well as strategies for dealing with complex problems and uncertainty.

Constraints, Argumentation, and Logic Programming: This section focused on the application of logic programming and argumentation techniques to AI systems, including their ability to handle uncertain and incomplete information.

Knowledge Representation, Reasoning, and Learning: This section covered papers that explored the representation and manipulation of knowledge, as well as algorithms for learning and reasoning with structured and unstructured data.

Natural Language Processing: This section dealt with the processing and analysis of human language, including topics such as speech recognition, natural language generation, and sentiment analysis.

AI for Content and Social Media Analysis: This section explored the use of AI techniques for analyzing and understanding content from social media platforms, including text, images, videos, and audio.

Signal Processing: Images, Videos, and Speech: This section focused on the processing and analysis of visual and auditory data, including image recognition, video analysis, and speech recognition.

Machine Learning for Argumentation, Explanation, and Exploration: This section explored the use of machine learning algorithms for generating explanations, generating argumentative texts, and exploring complex data spaces.

Machine Learning and Applications: This section covered papers that applied machine learning techniques to a wide range of applications, including healthcare, finance, and transportation.

AI Applications: This section showcased papers that demonstrated the practical applications of AI in various domains, such as robotics, autonomous systems, and education.

The contributions in this book represent the latest advancements in AI research and provide valuable insights into the current state-of-the-art in the field. The conference proceedings were enriched by the participation of renowned researchers and experts from around the world, fostering a vibrant and interdisciplinary environment for knowledge exchange and collaboration.

This book is a valuable resource for researchers, practitioners, and students interested in artificial intelligence, machine learning, and related fields. It serves as a reference for future research and development in these areas and will be of great interest to anyone seeking to stay updated with the latest developments in AI.

Weight: 1110g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031084201
Edition number: 1st ed. 2022