計算人文與創造力工作坊:由圖形理論談起
A Computational Journey Towards Humanities and Creativity: Starting from Graphs
| 節 | 週五 |
|---|---|
N 12:20–13:10 | 計算人文與創造力工作坊:由圖形理論談起 HC103 3 節連堂 |
5 13:20–14:10 | |
6 14:20–15:10 |
* 根據陽明交大上課時間表所列
計算思維是廿一世紀跨領域工作者必備的能力,而由此延伸至藝術、人文與創造力的跨域主題更是充滿各式各樣豐富的可能性。本課程便是為了引導同學成為兼具計算思維與人文厚度的未來人才而設計,在工具與素養兼備的條件下,培養出挑戰高難度跨域創意的膽識。 本課程兼具演講與工作坊形式,由理論與實作兩方面不同專長的教師協同授課,每學期以精選主題來刺激同學的跨域思維與實作能力。本學期將由紮實的基礎圖形理論 (Graph Theory) 出發,研習藝術人文與創意領域中多項圖形的應用主題;下半學期則以工作坊實作進一步挑戰時下流行的多線敍事技術,實際創作出具備發展潛力的多線文本或技術框架。 Computational thinking is a key competence of interdisciplinary workers in the 21st century, and it has a variety of possibilities when it extends to the fields of art, humanity and creativity. This course is designed to guide students to become future talents equipped with trainings in both computational thinking and humanities. Possessing the readiness of tools and literacy, students will be able to face the challenges of interdisciplinary creativity on the higher level. This course will be held in a combination of lectures and workshops and will be taught by teachers with distinctive expertise in theory and practice. Each semester different topics are selected to stimulate students' ability of interdisciplinary thinking and practice. The first half of this semester will begin with Graph Theory, followed by applications of graphs in the field of arts, humanities and creativity. In the second half, workshops dedicated to branching narratives and related technology will be held to challenge the imagination and technology awareness; branching text or technical framework with development potentials will be evaluated and completed.
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Computational Thinking: Basic Concept of AI; Graph Theory (30%) Selected Topics: Applications of Graph (15%) Workshop Participation (25%) Final Term Presentation (30%)
- Introduction
- Artificial Intelligence
- Graph Theory
- Graph Applications
- Branching Narratives
- Workshop
- Final Term
| 週次 | 主題 |
|---|---|
| 第 1 週 | Course Introduction A Mini Symposium on Computational Thinking and Artificial Intelligence |
| 第 2 週 | Brief Introduction to Artificial Intelligence Basic Concepts of AI |
| 第 3 週 | Introduction to Graph Models Graphs and Digraphs Common Families of Graphs Graph Modeling Applications Walks and Distance Paths, Cycles, and Trees Vertex and Edge Attributes: More Applications |
| 第 4 週 | Introduction to Graph Models Graphs and Digraphs Common Families of Graphs Graph Modeling Applications Walks and Distance Paths, Cycles, and Trees Vertex and Edge Attributes: More Applications |
| 第 5 週 | [Holiday] Children's Day and National Tomb Sweeping Festival |
| 第 6 週 | Structures and Representation for Graph Models Graph Isomorphism Automorphisms and Symmetry Subgraphs Some Graph Operations Tests for Non-Isomorphism Matrix Representations More Graph Operations |
| 第 7 週 | Structures and Representation for Graph Models Graph Isomorphism Automorphisms and Symmetry Subgraphs Some Graph Operations Tests for Non-Isomorphism Matrix Representations More Graph Operations |
| 第 8 週 | Selected Topics on Applications of Graph Knowledge Graphs and Linked Data Music Creation Using Graphs |
| 第 9 週 | [Midterm] |
| 第 10 週 | Branching Narratives: An Introduction Preparation for Workshop |
| 第 11 週 | Workshop on Branching Narratives Advanced Topics in Graph Selected for Workshop (TBD) |
| 第 12 週 | Workshop on Branching Narratives Advanced Topics in Graph Selected for Workshop (TBD) |
| 第 13 週 | Workshop on Branching Narratives Advanced Topics in Graph Selected for Workshop (TBD) |
| 第 14 週 | Workshop on Branching Narratives Advanced Topics in Graph Selected for Workshop (TBD) |
| 第 15 週 | Workshop on Branching Narratives Advanced Topics in Graph Selected for Workshop (TBD) |
| 第 16 週 | Final Term Presentation |
| 第 17 週 | [Holiday] Dragon Boat Festival |
| 第 18 週 | (Final Term Presentation) |
Reference Books: S J Russel & P Norvig (2010) Artificial Intelligence: A Modern Approach (3rd ed., Pearson). J L Gross & J Yellen (2006) Graph Theory and Its Applications (2nd ed., Chapman & Hall/CRC). Additional Materials: Basics of Graph Theory – https://ref.cctcc.art/cjthc01 Graph Theory – https://ref.cctcc.art/cjthc02 Graph Theory with Applications – https://ref.cctcc.art/cjthc03