Antonio LIETO | KNOWLEDGE MANAGEMENT FOR DIGITAL SERVICES
Antonio LIETO KNOWLEDGE MANAGEMENT FOR DIGITAL SERVICES
cod. 0323100041
KNOWLEDGE MANAGEMENT FOR DIGITAL SERVICES
| 0323100041 | |
| DEPARTMENT OF POLITICAL AND COMMUNICATION SCIENCES | |
| EQF7 | |
| CORPORATE COMMUNICATION AND MEDIA | |
| 2023/2024 |
| YEAR OF COURSE 2 | |
| YEAR OF DIDACTIC SYSTEM 2017 | |
| AUTUMN SEMESTER |
| SSD | CFU | HOURS | ACTIVITY | |
|---|---|---|---|---|
| INF/01 | 6 | 40 | LESSONS |
| Objectives | |
|---|---|
| THIS COURSE WILL INTRODUCE THE MAIN MODELLING METHODS, PARADIGMS AND TECHNOLOGIES INVOLVED IN ARTIFICIAL INTELLIGENCE (BOTH CONCERNING THE CONNESSIONIST AND SYMBOLIC APPROACHES) WITH A FOCUS ON KNOWLEDGE REPRESENTATION AND KNOWLEDGE MANAGEMENT SYSTEMS BASED ON ONTOLOGIES, KNOWLEDGE GRAPHS AND LINKED DATA. STUDENTS WILL UNDERSTAND THE THEORETICAL AND TECHNICAL CHALLENGES INVOLVED IN MODELLING AND BUILDING SYSTEMS THAT CAN REASON, SOLVE PROBLEMS, ACQUIRE AND USE KNOWLEDGE AND MAKE DECISIONS IN REAL-LIFE ENVIRONMENTS. |
| Prerequisites | |
|---|---|
| IT IS PREFERABLE TO HAVE ALREADY PASSED ALL THE LAB AND EXAMS OF COMPUTER SCIENCE OF THE CHOSEN CURRICULUM THAT ARE ANTEDECENT TO THIS ONE. |
| Contents | |
|---|---|
| INTRODUCTION TO THE MAIN MODELLING METHODS AND TECHNIQUES USED IN ARTIFICIAL INTELLIGENCE (AI). KNOWLEDGE REPRESENTATION IN AI. THE BASICS OF DESCRIPTION LOGICS. SEMANTIC WEB TECHNOLOGIES. RDF/OWL LANGUAGES AND ONTOLOGY REASONING. EDITING SIMPLE ONTOLOGIES VIA ONTOLOGY EDITORS. SEMANTIC REASONERS. QUERYING RDF GRAPHS VIA SPARQL. ONTOLOGICAL RESOURCES FOR CULTURAL HERITAGE. SOFTWARE ARCHITECTURES FOR THE SEMANTIC WEB. LINKED DATA PLATFORMS. VISUALIZATION OF DRF GRAPHS, R2RML MAPPING LANGUAGE. |
| Teaching Methods | |
|---|---|
| IN PERSON LECTURES AND LAB SESSIONS |
| Verification of learning | |
|---|---|
| PROJECT WORK + ORAL EXAMINATION DETAIL: THE LAB PROJECT IS A GROUP PROJECT (MIN 2, MAX 4) BASED ON THE CREATION, QUERYING AND MANAGEMENT OF A KNOWLEDGE GRAPH. IT MUST BE SENT AND DISCUSSED BEFORE THE ORAL EXAMINATION. |
| Texts | |
|---|---|
| SLIDES AND OTHER PDFS ABOUT SPECIFIC SOFTWARES (WILL BE PROVIDED DURING THE LESSONS) TEXTBOOK: LIETO A, 2021, COGNITIVE DESIGN FOR ARTIFICIAL MINDS, ROUTLEDGE/ TAYLOR & FRANCIS, LONDON/NEW YORK. |
| More Information | |
|---|---|
| // |
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