隨著「人工智慧+大數據+萬聯網+創新設計」的時代到來，世界風雲變幻，變革與機遇同在。如何以全球公民的維度視野，預見生命3.0、生命X.0版本的未來世界，再觀生命形態、生存樣態、生產方式與生活美學，是自然科學文化、社會科學文化、藝術設計文化的產學研各界都關心的世界性課題。《人工智慧與創新設計》，思考並探索在生命形態的演進過程中，從生命1.0版本Life1.0到生命2.0版本Life2.0，再到生命3.0版本Life3.0，再到生命X.0版本Life…LifeX.0的創新設計發展圖景，囊括「智能生命形態」，「智造生產方式」，「智美生活文化」，「智慧生存文明」四大版圖。一起來看看吧！
課程內容：
第一章 人工智慧與創新設計應用【19節課】6課時
1.1、AI藝術之AI繪畫
1.2、AI藝術
1.3、AI賦能文化遺產
1.4、AI智能服裝設計
1.5、AI智能可穿戴設備設計
1.6、AI無人駕駛車定義
1.7、AI無人駕駛車創新思維
1.8、AI無人駕駛車智能設計
1.9、AI機器人智能設計
1.10、AI家庭服務型機器人設計
1.11、AI工業機器人設計
1.12、AI智慧城市設計
1.13、AI智能空間設計
1.14、AI智能安防救災
1.15、AI虛擬實境概述
1.16、AI虛擬實境應用
1.17、設計遊戲人工智慧
1.18、遊戲人工智慧設計案例
1.19、AI++全面賦能
第二章 人工智慧基礎【6節課】3課時
2.1、AI基礎
2.2、AI算法
2.3、AI算法CAN
2.4、AI算法GAN
2.5、AI算法CNN
2.6、AI算法POPDF
第三章 AI智能設計規則【9節課】3課時
3.1、AI設計十大問題
3.2、AI設計倫理
3.3、AI設計基礎概括
3.4、AI設計基礎案例分析
3.5、AI審美意識創新本質
3.6、AI審美意識觀念
3.7、AI信息維度概況
3.8、AI信息維度智能產品設計
3.9、AI信息維度設計規則
第四章 AI智能設計方法【10節課】4課時
4.1、AI可持續設計意義
4.2、AI可持續設計規則
4.3、AI元設計方法概述
4.4、AI元設計方法應用
4.5、AI元設計創新思維
4.6、AI元設計創新方法
4.7、AI元設計創新步驟
4.8、量子思維與AI創新設計概述
4.9、量子思維創新規律
4.10、量子創新設計本質
Hello, everyone in the world, it is very precious sharing future for us in one Global Villege Community in the special period of humans fighting against COVID-19. The Contactless online MOOC provides us a hard but significant journey to discovery learning Artificial Intelligence and Innovation Design from April to July in 2020. Wish you a good harvest in the MOOC learning of Artificial Intelligence and Innovation Design in the AI & HI(Human Intelligence) Galaxy.
Course: Artificial Intelligence & Innovation Design
Speaker: Dr.Professor QIN Jingyan
Time: April 29, 2020-July 27, 2020
Country: P.R.China
Website: http://www.icourse163.org/course/USTB1-1458047168
Curriculum Vitae CV
Professor Dr. QIN Jingyan, Director of Industrial Design Department, Ph.D Supervisor of Computer & Communication Engineering School, University of Science & Technology Beijing, Ph.D of Tsinghua University, Academic Visiting Scholar of King’s College and CRUCIBLE, University of Cambridge, Youth Changjiang Scholar, Ministry of Education, China, China Top 10 Youth Designers, Ministry of Science&Technology, China. Beijing Youth Famous Teacher. PI of 26 UN, NSFC, SSFC, MOE projects and over 50 industries projects about AI and innovation design, Design For Sustainability, Interaction Design and Information Design, Digital Cultural Heritage, Digital Culture Industry and Gameplay Mechanical Design. Published over 100 papers and won 21 medals of HCI and industrial design which include Red Dot and Red Star, GM Vehicle Design Award, China Design Intelligence Award, etc. Published over 12 invention patents. Committee member of Ministry of Culture, China, China EU Alliance for Humanities and Art Education, MOE, China Industrial Design Association, China Computer Federation and ACM. Reviewer and committee member of Journal of Visual Language and Computing. Deputy editor in chief of Encyclopedia of China.
Course Introduction
In response to the global dramaticly associated sustainable development and strategic economic productivity technology & culture & society driven innovation paradigm transformation, the course is the main basic course of new engineering, new arts and new design of STEAM(Science Technology Engineering Art Mathematics) for undergraduate and interdisciplinary students. It is the most cutting-edge and important interdisciplinary compulsory course of computer science and design in the 21st century. This course mainly studies intelligent innovation methods, design rules and the ability to solve problems comprehensively, covering the important discipline foundation of three cultures(natural science culture, social science culture, humanities and art design culture) for future social survival and development from philosophy to technology, art and science.
Course Overview
Google’s AlphaGo program has beaten a master Go player Lee Se-dol 3-0 in a best-of-five competition, in what is seen as a landmark moment for artificial intelligence. Baidu AI Xiaodu has beaten human’s SUPER BRAIN and won visual recognition competition. Autonomous vehicle transforms human mobility into robots at covid-19 medical center in California in the age of 'Contactless' economy booms amid epidemic. The intelligent medical DNA Repairing Plan rebuilt humans consciousness downloaded and made long life as possible. Amazon Alexa Echo smart speakers translate the context into the three flows (logistics, information flow, financial flow) scenario. The blockchain recalls AI trust and humans social contract to promote virtual intelligent digital economic prosperity. Quantified-self wearable computing devices collect daydream cognition redundancy small data in the silent interface through Internet of Everything(IoE) to raise social capital myriads richness.
My girlfriend is the robot Ishiguro’s simulation robot recalls the uncanny valley. Saudi citizen Sophia proved one for all country, all for one country, she beat Jimmy Fallon and won Rock Paper Scissors game, thus launched a new era of ambition to rule the human world. AI talent Microsoft Xiaobing not only produces poetry collection but also opens its solo painting exhibition through personalities computing. The work Portrait of Edmund Bellamy created by AI algorithm was sold at the Christies auction house in New York for US$432,500 and has beaten Picasso's paintings at the same auction. AI education makes everyone being Einstein, everyone is Leonardo da Vinci. Human-computer, art and science, left brain and right brain symbiosis emerging as unity is an irresistible trend. AI exoskeleton system repairs disability, and reshapes Olympic champion hero. Facebook Oculus expanded web chat time&space as the VR avatar into presence, telepresence and co-presence parallel universe.
NVIDIA RTX used real-time ray tracing and AI based pose estimation technology to present an interactive demonstration driven by RTX to celebrate the 50th anniversary of Apollo 11's moon landing, allowing participants to experience a journey of Yesterday Once More to the moon. Deepfake shapes virtual human as superstar in the classic legend role and also challenges the privacy portraiture right and AI ethic. Intel provided in time interaction 360 degree perspective media viewing experience. Intelligent clothing made of biological intelligent materials designs one person one clothing which transforms a life-long journey with physical growth in the whole life. Apple’s intelligent building and intelligent cities with organic architecture provide precision lifestyles for the city dwellers.
Alibaba and Jingdong have created a business myth with a transaction volume of 100 billion yuan per day in Double 11 event. Tencent wechat has changed the way of human communication through the content exchange intelligent industry from UGC to PGC, OGC to EGC. Jingdong's intelligent logistics and business intelligence have transformed MP mass production into MC mass customization. AI reappeared passed away Paul Walker's film The Fast and the Furious and rewrote the way of filmmaking and television production. The swarm intelligence robot battlebots STINGER kills the target with precision, thus overrides the rules of military war and gameplay mechanical. AI restores the universe black hole 55 million years ago, greatly expands the vision of human universe.
50 years ago, AI showed Apollo landing moon video, and 50 years later, the United States re-established the "Apollo Brain Plan" to carry out the national strategic blueprint of brain cognition science and artificial intelligence. 2020 COVID-19 changes the world in the way of cliff displacement dramatically. The Communovirus application with Artificial Intelligence carries out the special management of "a community of shared future for mankind" in the special period of the world and promotes the reform of the global governance system. The non-contact economy forms the new human mobility under the artificial intelligence and the fusion of public politics, economy, society and culture in the global public space of "global village".
Artificial Intelligence causes the change of productivity production mode, production tools and relations, and the innovation under the influence of Quantum Innovation Thinking. The disruption innovation caused by AI changes of design paradigm, all of which bring opportunities and challenges for the planet of human destiny community to transform zero sum game into non-zero sum game, so as to achieve ecosphere sustainable development.... AI rapidly moves from concept to application, with various applications emerging and entering the booming period of development, subverting all aspects of production tools, productivity and production relations Innovation. Artificial Intelligence. Artificial Intelligence, from imitation to transcendence, from mapping to copying, from printing to transforming, from supervised learning to autonomous learning, from disembodied metaphor to embodied language, is a kind of accurate matchmaking.
With the advent of the era of "Artificial Intelligence + Big Data + Internet + Innovation Design", and the pattern evolution into "AI&HI Fusion Intelligence + Live data + Internet of Everything IoE + Innovation Design", the world is changing in a butterfly effects and long tail theory lotus effects. Black swan and grey rhinoceros show the challenge and opportunity coexistence in the innovation reform based on artificial intelligence GPT(general purpose technology). How to foresee the future world of Life 3.0 and Life X.0 from the perspective of AI global citizens, and then review the life style, survival pattern, production mode and life aesthetics is a worldwide topic concerned by all circles of production, education and research of natural science culture, social science culture, humanities and art design culture. The MOOC of Artificial Intelligence and Innovation Design, thinking and exploring in the evolution process of life form, from Life 1.0 version to Life 2.0 version, to life 3.0 version created by AI, to Life X.0 version. Life X.0's innovation design and development prospect includes four areas: "Intelligent Life Form", "Intelligent Production Working Mode", "Intelligent Aesthetic Life Culture" and "Intelligent Crowds Survival Civilization".
In the recent years, US, Europe, Japan, China and more and more countries issued the development plan for the new generation of artificial intelligence, fully demonstrating the strategic importance of artificial intelligence. People who don't understand AI are the new generation of illiterate, and will be ignored by the grand design and big trend; people who don't understand the combination of AI and various fields of innovation design will be eliminated by the times! The talent demand gap of artificial intelligence and innovation design is expanding by over one million every year. Under the dual demand of scientific and technological development and human community sharing future development, Artificial Intelligence and Innovation Design talents have the passion to explore the future as pioneers when the singularity comes, use the bridge of innovation design to cross the Darwin of the Dead Sea, formulate the development direction of the future national innovation system, and liberate the huge productivity of artificial intelligence and innovation design. The course of Artificial Intelligence and Innovation Design has been launched in this context of meeting the needs of the times, to follow the trend. Artificial Intelligence is taken from the people, but also to create well-being given back to people.
Artificial Intelligence and Innovation Design is the main basic course of new engineering, new liberal arts and STEAM for undergraduate and interdisciplinary students in response to the strategic development direction. It is the necessary foundation for the follow-up courses of new engineering, new liberal arts and new design as well as the completion of course design and graduation design. This course mainly studies artificial intelligence and innovation design methods, design rules and meta design with artificial intelligence, and carries out comprehensive innovation and problem-solving theories and methods, laying a necessary foundation for cultivating students' intelligent design skills and imagination ability of cross innovation between art and science.
The course of Artificial Intelligence and Innovation Design focuses on "meta design". The algorithm application of artificial intelligence (mainly CNN, RNN, GAN, CAN and other algorithms of visual computing) and the innovation of its design method are the basis of this course. The basic task of this course is to cultivate the ability of intelligent design thinking, meta design, intelligent product service design and visual computing thinking design. In the teaching of this course, we should not only keep the high-level of innovation design methods brought by cutting-edge technology, but also form the systematic influence and logical construction of innovation design brought by AI algorithm technology, and pay attention to the combination of artificial intelligence and innovation design; we should not only pay attention to the influence of various artificial intelligence algorithm technology on innovation design process, understand and master various artificial intelligence technology and its response. In addition, we should pay attention to the analysis of the essence of innovation design, and apply AI to the combination of cross platform and cross media AI application development. It can not only train students' creative design ability of human intelligence, but also train students' design modeling ability of artificial intelligence.
The first generation of illiterate are people who can't read.
The second generation of illiterate are people who can't find information.
The third generation of illiterate are people who do not understand artificial intelligence.
Non intelligent information is waiting for you to find, intelligent information actively matchmaker finds you.
Non intelligent innovation is deeply involved in the zero sum game, AI intelligent innovation explores the dynamic non zero sum game.
Non AI innovation design is a dead design facing the past, AI innovation design is a living design facing the future.
Who knows the future of AI? Maybe Super Intelligence, who knows? God knows. But you can believe in yourself, and try it.
This course is divided into three parts:
Part one: what is artificial intelligence and innovation design? What innovation design can AI do?
The second part is how to master artificial intelligence to do innovation design? What are the algorithms of innovation design?
The third part is to understand why artificial intelligence needs innovation design? What is the methodology of the combination of artificial intelligence and innovation design?
The course is divided into four chapters:
Chapter I Artificial Intelligence and Innovation Design Application [19 lessons] 6 class hours
Chapter II Basic Artificial Intelligence [6 lessons] 3 class hours
Chapter III AI Intelligent Design Rules [9 lessons] 3 class hours
Chapter IV Innovation Thinking Method of AI Intelligent Design [10 lessons] 4 class hours
The course is divided into four chapters and 44 lessons, which respectively describe the application of artificial intelligence and innovation design in various fields, the algorithm technology foundation of artificial intelligence, the rules of artificial intelligence innovation design, and the intelligent design method of artificial intelligence.
Chapter one, Artificial Intelligence and Innovation Design Application, 19 lessons, tells the case analysis of artificial intelligence in the field of art, painting, cultural heritage, clothing, wearable equipment, autonomous vehicle, drone, robot, family service robot, industrial robot, smart city, smart space, intelligent security and rescue all fields of disaster, virtual reality, game AI, AI + + omni empowerment, the innovation application brought by AI, characteristics and laws, as well as the change of innovation design thinking and methods driven by technology. MOOC discussion area mainly discusses the application significance and development prospect of artificial intelligence under the general trend.
The second chapter, the Basis of Artificial Intelligence, 6 lessons, tells the origin of artificial intelligence, the school of philosophy and the basis of technical algorithm. Focusing on the algorithms closely related to the visual thinking, visual design and intelligent product design of autonomous vehicle in the innovation design, this chapter makes an introduction, including the artificial intelligence algorithm convolution neural network (CNN), generative adversarial network (GAN), creative adversarial network (CAN Networks), Partial Order Pruning DF, etc. MOOC discussion area and exercise part, keep focusing on the application scope of mainstream algorithm and its combination with innovation design.
The third chapter, AI Intelligent Design Rules, 9 lessons, tells the new design thinking and rules that AI brings to innovation design as a technical driving force. This part starts from the top ten technical problems faced by AI, tells the top ten problems faced by AI innovation design under the condition that technology changes production tools and productivity as well as production relations, and then extends the concerns of AI design ethics. From the design basis level, combined with the General Purpose Technology (GPT) of AI key purpose technology to analyze the hard core design basis of killer intelligent design. At the same time, in the philosophy level of intelligent innovation design, it focuses on the essence and significance of artificial intelligence aesthetic consciousness. In the aspect of algorithmic technology, return to the essential object of innovation design, from the aspect of increasing dimension and reducing dimension of 11 information dimensions for innovation, describe the design computing rules of artificial intelligence innovation design. The MOOC discussion area focuses on the ethical issues of AI intelligent design, design rules, design Dos and Don'ts, the significance and value of design, non-technical factors such as cultural driving force, economic driving force, social driving force of design beyond technology driving force, and the guiding role of non-technical driving force on Technology driving force.
Chapter four, Innovation Thinking Method of AI Intelligent Design, 10 lessons, about the significance of AI sustainable development, AI sustainable design rules, AI meta design method at the essence level of "design of design", thinking about innovation thinking and innovation method from the thinking and philosophy level, and AI meta design creation at different levels of strategy level, framework level and performance level At the same time, the new mode and process steps are discussed, and the thinking mode leading the innovation design of artificial intelligence is also discussed, that is, the guide of The Quantum Thinking different from Newtonian Thinking and Information Thinking. From the perspective of technology driving, Quantum Physics and Quantum Computing are introduced into the perspective of cultural aesthetics of human art design and the perspective of creating the future, and the guidance of Quantum Innovation Thinking on the innovation design of artificial intelligence is discussed freely, the essential law of innovation design is introduced finally. The MOOC discussion area focuses on the innovation paradigm facing the coming future and the cross coordination of natural science and culture, social science and culture, and humanity art design culture.
Teaching objectives
Master the method of innovation application scenarios design and expression, innovation thinking inspiration, innovation design methods, principles and steps of AI technology, and the development prospect of AI technology applied to innovation design in life work and study. Master the development of artificial intelligence, plan and conceive various applications of artificial intelligence in innovation design, understand the visual, auditory and multi-modal artificial intelligence technology in innovation design, master the innovation design method and design practice application of artificial intelligence in various fields, including the application of graphic image recognition technology for innovation New design, intelligent design of autonomous vehicle and robot, intelligent product design and service design, innovation design of intelligent environment, intelligent design method, etc. Provide design basis for students to understand the essence of innovation design and artificial intelligence.
Syllabus Contents:
Chapter 1 Artificial Intelligence and Innovation Design Application
1.1、AI Art-AI Painting
1.2、AI Art
1.3、AI Empowering Cultural Heritage
1.4、AI Intelligent Clothing Design
1.5、AI Intelligent Wearable Device Design
1.6、AI Autonomous Vehicle Definition
1.7、AI Autonomous Vehicle Innovation Thinking
1.8、AI Autonomous Vehicle Design
1.9、AI Robot Intelligent Design
1.10、AI Home Service Robot Design
1.11、AI Industrial Robot
1.12、AI Smart City Design
1.13、AI Smart Space Design
1.14、AI Intelligent Security and Disaster Relief
1.15、AI Virtual Reality Survey
1.16、AI Virtual Reality Application
1.17、AI Game Design
1.18、Game AI Design Case
1.19、AI++Omni Empowerment
Chapter 2 Artificial Intelligence Basics
2.1、AI Basics
2.2、AI Algorithm
2.3、AI Algorithm CNN
2.4、AI Algorithm GAN
2.5、AI Algorithm CAN
2.6、AI Algorithm POPDF
Chapter 3 Artificial Intelligence Design Rules
3.1、AI Top 10 Design Issues
3.2、AI Design Ethics
3.3、AI Design Basis Survey
3.4、AI Design Basis Case Study
3.5、AI Aesthetic Innovation Essence
3.6、AI Aesthetic Consciousness
3.7、AI Information Dimension Survey
3.8、AI Information Dimension Intelligent Product Design
3.9、AI Information Dimension Design Rules
Chapter 4 Artificial Intelligence Design Thinking and Method
4.1、AI Design for Sustainability Significance
4.2、AI AI Design for Sustainability Rules
4.3、AI Meta Design Survey
4.4、AI Meta Design Application
4.5、AI Meta Design Innovation Thinking
4.6、AI Meta Design Innovation Method
4.7、AI Meta Design Innovation Process
4.8、Quantum Thinking and AI Innovation Design Survey
4.9、AI Innovation Quantum Thinking Law
4.10、AI Quantum Innovation Design Essence
Certificate requirements
Scoring standard of this course:
The course is scored on the 100 point system, and the course performance evaluation mainly includes three parts, video learning, unit assignment and topic discussion. The score formula is 80% of the unit assignment after video learning and 20% of the discussion area.
Students with a total score of 60-79 are eligible, 80-100 are excellent, and students with a score of 60 or above can apply for a certificate, which requires payment.
Special note: in order to be more rigorous and responsible for the online learning process of learners and ensure the authority of platform certificate, MOOC of China University will no longer issue free certificate, and the application method and process of the original certificate will remain unchanged. The certificate can be applied to the MOOC website of the University of China as required after the course, and the charge standard of the certificate is 100 yuan / copy.
Reference
(1) Jerry Kaplan, Humans Need Not Apply:A Guide to Wealth and Work in the Age of Artificial Intelligence, Yale University Press, 2015.
(2) Geoffrey E. Hinton,Simon Osindero,Yee-Whye Teh. A Fast Learning Algorithm for Deep Belief Nets[J], Neural Computation . 2006 (7).
(3) Stuart J. Russell, Peter Norvig. Artificial Intelligence A Modern Approach(3rd Edition), Tsinghua University Press, 2011, 3rd Edition.
(4) Bill Moggridge. Designing Interactions. The MIT Press, 2007.
(5) Nick Bostrom. Superintelligence: Paths, Dangers, Strategies Reprint Edition, Oxford University Press; Reprint edition, 2016.
(6) Tony Hey, Stewart Tansley, Kristin Tolle. The Fourth Paradigm: Data-Intensive Scientific Discovery, Microsoft Research; 1 edition, 2009.
(7) M Raskino, G Waller. Digital to the Core[M]. Bibliomotion Press, 2015.
(8) Marvin Minsky. The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind, Simon & Schuster; Reprint edition, 2007.
(9) Max Tegmark. Life3.0, Being Human in the Age of Artificial Intelligence, Allen Lane, 2017.
(10) QIN Jingyan. Research on the Impaction of Quantum Thinking on Interaction Design In the Context of AI+Big Data+Internet of Everything[J], ZHUANGSHI, 206(10), pp34-39.
(11) QIN Jingyan. Information Dimensions and Interaction Design Principles[J], Package Engineering, 39(16), 2018, pp57-68.
(12) QIN Jingyan. Big Interaction Design in the Era of Big Data[J], Package Engineering, Vol. 36, No. 8, April 20, 2015, pp.1-5.
(13) Qin Jingyan. Impaction of Artificial Intelligence on Interaction Design[J]. Packaging Engineering, 2017,38 (20): 27-31.
(14) Kristin Fontichiaro. Design Thinking[M], Cherry Lake Publishing, 2015.
(15) David Joseph Bohm. Quantum Theory[M], New York: Prentice Hall. 1989 reprint, New York: Dover, 1951.
(16) David Bohm, Thought as a System[M], edited by Lee Nichol, Routledge, 1992.
(17) David Bohm, Wholeness and the Implicate Order[M], Routledge, 1980.
(18) Zohar, Danah. The Quantum Self: Human Nature and Consciousness Defined by the New Physics[M]. New York: William Morrow and Company, Inc.1990.
(19) Mark Buchanan. Quantum minds: Why we think like quarks[EB/OL]. (2011-09-05) [2016-04-15]. http://www.newscientist.com/article/mg21128285-900-quantum-minds-why-we-think-like-quarks/.
(20) Ezio Manzini. Design, When Everybody Designs: An Introduction to Design for Social Innovation[M], MIT Press, 2015.
(21) Viktor Mayer-Schonberger, Kenneth Cukier. Big Data: A Revolution That Will Transform How We Live, Work and Think[M], John Murray, 2013.
(22) Jerome Kagan. The Three Cultures: Natural Sciences, Social Sciences, and the Humanities in the 21st Century[M], Cambridge University Press, 1 edition.2009.
(23) Nathan Shedroff. Design Is the Problem: The Future of Design Must be Sustainable[M], Rosenfeld Media,1st edition.2009.
(24) Mark DeKay. Integral Sustainable Design-Transformative Perspectives[J], Routledge.2011.
(25) Clayton M. Christensen. The Innovator's Dilemma: When New Technologies Cause Great Firms to Fail[M],Harvard Business Review Press, Reprint edition,2016.
(26) Stephen Lucci, Danny Kopec. Artificial Intelligence in the 21st Century[M], Mercury Learning & Information, 2015.
(27) Minter Dial. Heartificial Empathy, Putting Heart into Business and Artificial Intelligence[M], Dial Publisher: Digital Proof Publication, 2018.
(28) Ray Kurzweil. The Singularity is Near, When Humans Transcend Biology[M], Penguin Books, 2006.
(29) Gary Marcus, Ernest Davis. Rebooting AI: Building Artificial Intelligence We Can Trust[M], Pantheon, 2019.
(30) Martin Ford, Mike Chamberlain, Gildan Media. Architects of Intelligence: The Truth About AI from the People Building it[M], Packt Publishing.2018.
(29) Gary Marcus, Ernest Davis. Rebooting AI: Building Artificial Intelligence We Can Trust[M], Pantheon, 2019.
(30) Martin Ford, Mike Chamberlain, Gildan Media. Architects of Intelligence: The Truth About AI from the People Building it[M], Packt Publishing.2018.
(31) Judea Pearl, Dana Mackenzie. The Book of Why: The New Science of Cause and Effect[M], Brilliance Audio, 2018.
(32) Marvin Minsky. The Society of Mind[M], Simon & Schuster; First Edition.1988.
(33) QIN Jing-yan. Research on the Impact of Aesthetic Consciousness on Artificial Intelligence and Innovation Design[J], PACKAGING ENGINEERING, 2019,40(4):59-71.
Q & A
Q: If there is no artificial intelligence programming and algorithm foundation, can you choose this course?
A: Welcome to choose this course. You need to know what functions artificial intelligence technology has and how to apply it in innovation design. You don't need to know algorithm and programming technology, but maybe know what the GPT(general purpose technology SWOT is better for your comprehension.
Q: Do you need to take some courses as preparatory knowledge in the early stage?
A: There is no need for special preparatory knowledge and prerequisite courses. This course is a general course in the era of artificial intelligence. It can understand the thinking of intelligent design, have innovation ideas, use the combination of graphics and text to express the scheme of artificial intelligence and innovation design, and use the creative ideas of perceptual elements. If the function can be realized in technical algorithm, it will be better. If the function can not be realized, as long as the logical thinking of innovation can be expressed clearly.
Q: How to evaluate the performance of this course?
A: 44 times of complete video learning, participation in problem discussion, such as having a sense of social responsibility, insights, accurate design expression, high degree of technology realization, speculative discussion, in-depth and unique problem-solving, can get high scores.
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