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IS4SI Summit 2023最新文献

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From the Buddhist Transcendental Epistemology to Viewing the Limitations of AI and a Recognition of Ontology 从佛教先验认识论看人工智能的局限性与本体论的认识
IS4SI Summit 2023 Pub Date : 2023-08-15 DOI: 10.3390/cmsf2023008037
Xiaoyong Wang, Junbo Xu
{"title":"From the Buddhist Transcendental Epistemology to Viewing the Limitations of AI and a Recognition of Ontology","authors":"Xiaoyong Wang, Junbo Xu","doi":"10.3390/cmsf2023008037","DOIUrl":"https://doi.org/10.3390/cmsf2023008037","url":null,"abstract":": Currently, artificial intelligence (AI) is gradually approaching or surpassing human level in terms of perceptual ability, computational ability, logical ability, and even language ability. However, the cognitive concepts proposed by Buddhism, such as “Twelve Factors”, “Eight Consciousness”, “Emptiness”, and “Middle Path”, do not seem to be able to be technically processed by artificial intelligence. The fundamental reason is that artificial intelligence, as an intelligence made by humans, can only intervene in the field of phenomena not the field of ontology. This is exactly the fundamental difference between humans and AI. Conversely, the fundamental difference between humans and AI provides a new perspective on “what is the noumenon”, which requires a re-cognition of ontology.","PeriodicalId":108574,"journal":{"name":"IS4SI Summit 2023","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129365514","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A New Background-Based Extraction Algorithm under Factor Space Theory 基于因子空间理论的一种新的背景提取算法
IS4SI Summit 2023 Pub Date : 2023-08-15 DOI: 10.3390/cmsf2023008075
Yuxin Wang, Xiaoyu Bi
{"title":"A New Background-Based Extraction Algorithm under Factor Space Theory","authors":"Yuxin Wang, Xiaoyu Bi","doi":"10.3390/cmsf2023008075","DOIUrl":"https://doi.org/10.3390/cmsf2023008075","url":null,"abstract":": Under the factor space theory, this paper proposes a new background base extraction algorithm to address the background base extraction algorithm being sensitive to outliers, the excessive number of iterations of the background base extraction algorithm, and the calculation time-consuming problem being too long. Based on the isolated forest algorithm, the background-based anomaly detection algorithm can identify and delete the anomalous points that will interfere with the background base extraction results, and the background-based anomaly detection uses each factor as an attribute to segment the data space, which is suitable for high-dimensional factor space; combined with α -shape, a new background base extraction algorithm, the base point detection algorithm, was proposed, which has low time and space complexity.","PeriodicalId":108574,"journal":{"name":"IS4SI Summit 2023","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131906846","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on the Image Background Base Algorithm Based on the Factor Space Theory 基于因子空间理论的图像背景基算法研究
IS4SI Summit 2023 Pub Date : 2023-08-14 DOI: 10.3390/cmsf2023008055
Pengxue Zhang, Xiaoyu Bi
{"title":"Research on the Image Background Base Algorithm Based on the Factor Space Theory","authors":"Pengxue Zhang, Xiaoyu Bi","doi":"10.3390/cmsf2023008055","DOIUrl":"https://doi.org/10.3390/cmsf2023008055","url":null,"abstract":": Image vision has wide application prospects in the field of intelligent manufacturing, and studying an effective background base extraction algorithm has become an urgent need for factor space applications in the fields of big data and image vision. Based on this, an image background base extraction algorithm for identifying image information is proposed. The algorithm analyzes the characteristics of the base points in the image and converts the brightness changes observed by the human eye into the data language form that the machine can read. Numerical experiments show the effectiveness and robustness of the proposed algorithm.","PeriodicalId":108574,"journal":{"name":"IS4SI Summit 2023","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130561656","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bridging AI Paradigms with Cases and Networks 将人工智能范例与案例和网络连接起来
IS4SI Summit 2023 Pub Date : 2023-08-14 DOI: 10.3390/cmsf2023008071
David B. Leake
{"title":"Bridging AI Paradigms with Cases and Networks","authors":"David B. Leake","doi":"10.3390/cmsf2023008071","DOIUrl":"https://doi.org/10.3390/cmsf2023008071","url":null,"abstract":": For many years, symbolic paradigms have dominated AI, but the impressive accomplishments of neural approaches have made them a new dominant paradigm. However, each of these paradigms has distinct advantages. This talk presents a hybrid paradigm that integrates case-based reasoning (CBR) with network methods to achieve the benefits of both. CBR is a knowledge-based reasoning and learning methodology inspired by human cognition that adapts prior cases—records of prior experiences, to solve new problems. The CBR process supports efficient knowledge-based reasoning and the reuse of structured or unstructured solutions; it is naturally interpretable, can learn from few examples, and provides inertia-free lazy learning. However, the success of CBR depends on similarity and case-adaptation knowledge, which may be hard to acquire. This talk presents opportunities for combining case-based reasoning with neural networks to leverage both paradigms.","PeriodicalId":108574,"journal":{"name":"IS4SI Summit 2023","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114808795","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Factor Implicit Model of Machine Classification Learning Based on Factor Space Theory 基于因子空间理论的机器分类学习因子隐式模型
IS4SI Summit 2023 Pub Date : 2023-08-14 DOI: 10.3390/cmsf2023008074
Ying Wang, Fanhui Zeng, Hui Sun, Xiaotong Liu, Kaile Lin, Kaijie Zhang
{"title":"Factor Implicit Model of Machine Classification Learning Based on Factor Space Theory","authors":"Ying Wang, Fanhui Zeng, Hui Sun, Xiaotong Liu, Kaile Lin, Kaijie Zhang","doi":"10.3390/cmsf2023008074","DOIUrl":"https://doi.org/10.3390/cmsf2023008074","url":null,"abstract":": The algorithm proposed in this paper can not only solve the binary classification problem, but can also solve the multi-classification problem. The combination of categories is defined on the basis of the sweeping serial classification algorithm, and the merging serial classification method of factors, both explicit and implicit, is proposed. The algorithm steps are given, and the numerical example is used for analysis. The results show that the proposed combined serial scanning classi-fication method achieves factor concealment and is feasible and practical. The conclusion of factor implicit research on multi-classification learning expands the theory and application of factor space.","PeriodicalId":108574,"journal":{"name":"IS4SI Summit 2023","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126908411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Marx’s Thoughts on Human Essence and Its Realistic Significance from the Perspective of Artificial Intelligence 人工智能视域下马克思关于人的本质的思想及其现实意义
IS4SI Summit 2023 Pub Date : 2023-08-14 DOI: 10.3390/cmsf2023008077
Youqiang Wang, Xu Kang, Jiayue Xiong
{"title":"Marx’s Thoughts on Human Essence and Its Realistic Significance from the Perspective of Artificial Intelligence","authors":"Youqiang Wang, Xu Kang, Jiayue Xiong","doi":"10.3390/cmsf2023008077","DOIUrl":"https://doi.org/10.3390/cmsf2023008077","url":null,"abstract":": The evolution of Marx’s ideation was accompanied by a continuous, in-depth understanding of human essence. From the promotion of human self-consciousness to the status of divinity to the transformation of humans into a human essence, his thoughts turned from idealism to humanistic material. Subsequently, from the fact that a human is the embodiment of human essence to the fact that man is the sum of all social relationships, Marx finally turned to practical materialism. Marx’s thoughts on human essence illustrated the beautiful development of mankind and the assumption of personal, happy life. He uncovered the beauty of human nature, labor, harmony","PeriodicalId":108574,"journal":{"name":"IS4SI Summit 2023","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124737010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Smart Health: Changes and Remains of Eastern Dietary Structures 智慧健康:东方饮食结构的变化与遗留
IS4SI Summit 2023 Pub Date : 2023-08-11 DOI: 10.3390/cmsf2023008060
L. Jia
{"title":"Smart Health: Changes and Remains of Eastern Dietary Structures","authors":"L. Jia","doi":"10.3390/cmsf2023008060","DOIUrl":"https://doi.org/10.3390/cmsf2023008060","url":null,"abstract":"","PeriodicalId":108574,"journal":{"name":"IS4SI Summit 2023","volume":"235 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122513500","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Information Philosophy Implication of Yin-Yang 阴阳的信息哲学意蕴
IS4SI Summit 2023 Pub Date : 2023-08-11 DOI: 10.3390/cmsf2023008027
Huimin Zhang
{"title":"The Information Philosophy Implication of Yin-Yang","authors":"Huimin Zhang","doi":"10.3390/cmsf2023008027","DOIUrl":"https://doi.org/10.3390/cmsf2023008027","url":null,"abstract":": Yin-yang, thought in ancient Chinese philosophy, contains rich information philosophy implications. The theory of “Yin-yang Gan Sheng” believes that Yin and Yang’s interaction can make emergences of new things and new life, which implies a kind of information ontology connotation; The Yi (changes) of Yin-yang represents a process of information evolution, which contains dual directions, i","PeriodicalId":108574,"journal":{"name":"IS4SI Summit 2023","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130669367","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrating Large Language Models into Higher Education: Guidelines for Effective Implementation 高等教育整合大型语言模型:有效实施指南
IS4SI Summit 2023 Pub Date : 2023-08-11 DOI: 10.3390/cmsf2023008065
Karl de Fine Licht
{"title":"Integrating Large Language Models into Higher Education: Guidelines for Effective Implementation","authors":"Karl de Fine Licht","doi":"10.3390/cmsf2023008065","DOIUrl":"https://doi.org/10.3390/cmsf2023008065","url":null,"abstract":". Abstract: The emergence of large language models (LLMs), such as OpenAI’s GPT-4, introduces transformative opportunities for higher education across various disciplines. While the integration of LLMs into higher education has sparked significant debate regarding whether to fully incorporate these systems into curricula or restrict their use, this paper contends that there has been an inadequate focus on the process of establishing suitable guidelines for their usage. Given the importance of stakeholder buy in, especially in terms of perceiving the final decision as legitimate, this paper advocates for transparent and inclusive procedures that involve faculty, administration, and students during the integration process. Once a decision is made, clear justifications for LLM guidelines should be provided, paired with an effective implementation strategy, to ensure widespread acceptance and adherence.","PeriodicalId":108574,"journal":{"name":"IS4SI Summit 2023","volume":"119 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114079057","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mobile Phone Captives and Their Self-Redemption 手机俘虏和他们的自我救赎
IS4SI Summit 2023 Pub Date : 2023-08-11 DOI: 10.3390/cmsf2023008030
Jing Jing, Yaoguo Ma
{"title":"Mobile Phone Captives and Their Self-Redemption","authors":"Jing Jing, Yaoguo Ma","doi":"10.3390/cmsf2023008030","DOIUrl":"https://doi.org/10.3390/cmsf2023008030","url":null,"abstract":": In modern society, people are becoming increasingly addicted to mobile phones, resulting in the alienation from objective real life and in people becoming captives of mobile phones. As the saying goes, since there is such a social phenomenon, there will inevitably be social reflection around it. Therefore, this article explores the reasons for the generation, maintenance forces, and coming difficulties of “mobile phone captives”, and explores some possible solutions and redemptions","PeriodicalId":108574,"journal":{"name":"IS4SI Summit 2023","volume":"191 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121732981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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