Yucong Duan

Yucong Duan
Hainan University · Department of Computer Science

PhD
Semantic: Existence Computation and Reasoning, Essence Computation and Reasoning, Purpose Computation and Reasoning

About

275
Publications
37,083
Reads
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2,176
Citations
Introduction
Yucong Duan (段玉聪)' homepage: http://yucongduan.org/ Proposed Semantic Computation and Reasoning of Existence Computation and Reasoning, Essence Computation and Reasoning, Purpose Computation and Reasoning mechanisms following our previous revelation of the semantics axioms of Conservation of Existence Set Axiom (CEX , Consistency of Compounded Essential Set Axiom (CES) and Inheritance of Existence Semantics Axiom (IHES ).
Additional affiliations
November 2012 - present
Hainan University
Position
  • Professor
November 2012 - June 2019
Hainan University
Position
  • Managing Director

Publications

Publications (275)
Method
Full-text available
we believe that subjective semantics is objectively arranged. We'd like to explore a little bit on the usually viewed subjective math from a cognitive perspective in the semantic space. We reveal our intuition and lay the basis of our proposed definitions of: Semantic Computation and Reasoning Comprising Existence Computation and Reasoning, Essence...
Method
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From a cognitive perspective in the semantic space, we proposed the revelation of the semantics of point, line and plane based on our proposed Existence Computation and Reasoning(EXCR) and Essence Computation and Reasoning(ESCR) mechanism.
Method
Full-text available
From a cognitive perspective in the semantic space, we proposed the revelation of the semantics of the Four Color Theorem based on our proposed Existence Computation and Reasoning(EXCR) and Essence Computation and Reasoning(ESCR) mechanism following our previous revelation of the semantics of point, line and plane.
Method
Full-text available
From a cognitive perspective in the semantic space, we proposed the revelation of the semantics of Collatz Conjecture or the 3x+1 Problem based on our proposed Existence Computation and Reasoning(EXCR) and Essence Computation and Reasoning(ESCR) mechanism following our previous revelation of the semantics axioms of Conservation of Existence Set Axi...
Method
Full-text available
From a cognitive perspective in the semantic space, we proposed the revelation of the semantics of the Goldbach's conjecture based on our proposed Existence Computation and Reasoning(EXCR) and Essence Computation and Reasoning(ESCR) mechanism following our previous revelation of the semantics axioms of Conservation of Existence Set (CEX) and Consis...
Article
Electronic word-of-mouth has greatly influenced customers’ post-purchase decision. Especially, the long internal between booking and checking-in hotels makes it possible to change decisions. Therefore, hotel managers maybe publish fake reviews to stabilize electronic word-of-mouth. Based on attribution theory, this study attributes electronic word-...
Method
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DIKWP 的认知 DIKWP 与内容 DIKWP 交互来建模,"你崇拜哲学家吗?"这个提问的意图是获得回答者认知中的价值观念基础。这个回答的答案的有效性取 决于先决条件,回答者理解什么是哲学家,而理解什么是哲学家必然要求回答者有效理解什么是哲学。用苏格拉底或柏 拉图的概念语义澄清,这里的"有效"要求对相关概念的完整与正确的理解,此"正确"来源于对相关内容的理解符合 相关内容所呈现的不被阅读者认知 DIKWP 干扰的 DIKWP 建模。 这里的"干扰"来源如下: (a)之一是用内容 DIKWP 理解者的 DIKWP 有意无意的替代了内容中呈现的内容 DIKWP; (b)干扰之二在理解内容 DIKWP 形成融合的被理解的 DIKWP 过程中在内容 DIKWP 与阅读者 DIKWP 交互中引入了...
Article
Full-text available
With the continuous maturity and adoption of mobile devices enabled by wireless communication technology, people are more apt to record their sport exercise data or healthcare data through various lightweight and smart devices, e.g., mobile phones and smart watches. Meanwhile, massive sport data or healthcare data keep being produced with time, whi...
Article
The increasing application of artificial intelligence to online retailing and the rapid deployment of online robots have made online robot service failures common. This study explores consumer response mechanisms to different types of service failures and recovery strategies of chatbots based on role congruity theory and psychological accounting th...
Presentation
Full-text available
DIKWP is presented as an Chinese Invented TRIZ method especially for AI inventions and applications.
Article
In the digital environment, chatbots as customer service agents assist consumers in decision making. Based on the computers-are-social-actors paradigm, this study examines the perceived differences in communication quality and privacy risks between different service agents and their impact on consumers' adoption intention, and investigates whether...
Article
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The unprecedented outbreak of the Corona Virus Disease 2019 (COVID-19) pandemic has seriously affected numerous countries in the world from various aspects such as education, economy, social security, public health, etc. Most governments have made great efforts to control the spread of COVID-19, e.g., locking down hard-hit cities and advocating mas...
Research Proposal
Full-text available
基于"主观客观化"的不确定性处理相关科学研究发展趋势、国内外研究现状及发展动态、应用前景,附主要参考文献目录
Research Proposal
Full-text available
Uncertainty Processing: What is Objectification of Subjective Content AND Why we need the Transformation from Subjective to Objective? (不确定性处理:什么是"主观客观化"?为什么需要从主观到客观的转化?) 基于"主观客观化"的不确定性处理相关学术背景、创新点及其研究价值和科学意义
Research Proposal
Full-text available
主观客观化研究方向:段玉聪教授面向语义计算与推理(Semantic Computation and Reasoning, SCR)的完整认知过程处理,提出从语义计算与推理到存在计算与推理(EXCR)+本质计算与推理(ESCR)+意图计算与推理(PUCR)的融合模式:SCR::=PUCR+EXCR+ESCR
Method
Full-text available
Semantic Computation and Reasoning Comprising Existence Computation and Reasoning, Essence Computation and Reasoning, Purpose Computation and Reasoning towards Resolution of Conceptual Computation and Reasoning
Chapter
In recent years, a foreseeable AI landscape with explainable and interactive human interactions is becoming feasible based on DIKW premises. The DIKW modals are increasingly acknowledged as an important approach to address the problems related to semantic understanding beyond various question and answering systems. However, there continues to be no...
Chapter
The booming online e-commerce platforms demand highly accurate approaches to segment queries that carry the product requirements of consumers. Recent works have shown that the supervised methods, especially those based on deep learning, are attractive for achieving better performance on the problem of query segmentation. However, the lack of labele...
Book
This book discusses recent research and applications about intelligent processing practices and tools for e-commerce data, information and knowledge. The authors first explain how advances in intelligent processing of data, information and knowledge that has wildly been used in e-commerce applications. They then show how this brings new opportuniti...
Article
With the development of ICT (information and communications technology) and service economy, service ecosystem is emerging in a lot of fields, including E-commerce, O2O(Online To Offline) life service, healthcare service, cloud manufacturing, and so on. As a complex socio-technical system, the evolution of service ecosystem is the joint result of t...
Article
Machine learning (ML) techniques and algorithms have been successfully and widely used in various areas including software engineering tasks. Like other software projects, bugs are also common in ML projects and libraries. In order to more deeply understand the features related to bug fixing in ML projects, we conduct an empirical study with 939 bu...
Preprint
Full-text available
Knowledge graphs (KGs) on COVID-19 have been constructed to accelerate the research process of COVID-19. However, KGs are always incomplete, especially the new constructed COVID-19 KGs. Link prediction task aims to predict missing entities for (e, r, t) or (h, r, e), where h and t are certain entities, e is an entity that needs to be predicted and...
Research Proposal
Full-text available
We'd like to propose the framework for semantic reasoning across subjective and objective boundaries towards a strong artificial intelligence landscape. The ongoing proposals comprises: existence computation, essence computation and purpose computation and reasoning initiatives demonstrated with DIKW categories.
Article
针对多维度、多模态、多尺度物理与数字 空间海量内容交互背景下的复杂内容识别、建模、处理、 服务化及优化的认知完整性及融合挑战,以人工智能可 解释的不确定性语义辨识为切入点,融合心理生理学、 认知语言学、信息科学、生物社会学、哲学与元科学跨 界视角,从多模态内容语义溯源、关联、迁移、交互、 演化等不确定性揭示主、客观语义的意图驱动的转化机 制及不完整、不精确、不一致背景下面向科学 vs 人文、 个体 vs 社会、理论 vs 经验融合的整体服务化。通过跨 模态语义关联分析与存在语义建模,抽象模态转化机制, 构建跨尺度融合的语义模型与处理算法。重点关注介尺 度语义的概念化权衡与关联机制,价值导向的新旧概念 混合的复杂语义识别、度量、融合、再概念化优化模式, 形成解释、评估与处理语义不确定性的方法机...
Article
Full-text available
With the increasing development of electronic technology, traditional paper-driven medical systems have been converting to efficient electronic records that can be easily checked and transmitted. However, due to system updating and equipment failure, missing data problems are very common in the healthcare field. Health data can help people evaluate...
Method
课题组最新授权发明专利: http://www.yucongduan.org/ygb-zh/ygb-zh130.html 面向本质计算与推理的跨DIKW模态隐私资源保护方法 【摘要】:本申请公开了一种面向本质计算与推理的跨DIKW模态隐私资源保护方法,所述方法包括:在接收资源保护指令后,删除所述资源保护指令对应的隐私资源;查询所述隐私资源的推导路径,并确定每一所述推导路径的推导成本和模态转化成本;根据所述推导成本和所述模态转化成本确定所有所述推导路径的转化优先级,并根据所述转化优先级从所有所述推导路径选取目标推导路径;将所述目标推导路径对应的资源由原模态转化为其他模态。本申请能够提高推导隐私资源的复杂度,保证隐私资源的安全性。本申请还公开了一种面向本质计算与推理的跨DIKW模态隐私资源...
Preprint
With the ever-increasing prevalence of web APIs (Application Programming Interfaces) in enabling smart software developments, finding and composing a list of existing web APIs that can corporately fulfil the software developers' functional needs have become a promising way to develop a successful mobile app, economically and conveniently. However,...
Article
[Objectives] Stiffened panels are widely used as thin-walled load-bearing components, and the design space can be significantly increased when the stiffened path is curvilinear. Due to the functional requirements of structures, a large number of thin-walled structures with cutouts are adopted in the structural design of aviation, aerospace, shipbui...
Research Proposal
Full-text available
Aiming at Cognitive integrity and integration overload for complex content identification, modeling, processing, and service optimization in the context of massive content interaction in multi-dimensional, multi-modal, multi-scale physical and digital space, we start from the identification and clarity of the uncertain semantics contained in the in...
Article
Full-text available
Web services are middleware designed to support the interoperation between different software systems and devices over the Web. Today, we encounter a variety of situations in which services deployed on the Internet of things (IoT), such as wireless sensor networks, ZigBee networks, and mobile edge computing frameworks, have become a widely used inf...
Article
Objective: To investigate the mechanism by which Fusobacterium nucleatum (Fn) infection promotes TNF-α-induced inflammatory changes in colorectal cancer HCT116 cells. Methods: Fn-infected cells and TNF-α inflammation induction models were established and divided into 4 groups, namely uninfected control group, Fn-infected group, TNF-α induction grou...
Article
Full-text available
Privacy protection has recently been in the spotlight of attention to both academia and industry. Society protects individual data privacy through complex legal frameworks. The increasing number of applications of data science and artificial intelligence has resulted in a higher demand for the ubiquitous application of the data. The privacy protect...
Method
Full-text available
Based on our previous report on that prime integers are the essential basis of natural numbers and our revelation on the composition models of superficial concepts of even integers, etc, we further propose in this work the promises of reconstructing computation and reasoning at objective semantic level comprising the pure or isolated semantics such...
Article
Full-text available
Based on the attribution theory, this paper constructs a conceptual framework for the influence of the dispersion of electronic word of mouth on consumers’ return intentions, focusing on the impact of the interaction between robot review and e-WOM dispersion on consumers’ attribution selection, the study uses situational experiments to collect data...
Article
Full-text available
Based on attribution theory, this paper explores the mechanism behind the influence of hotel electronic word-of-mouth dispersion on consumer order decision. Results show that (1) discrete electronic word-of-mouth negatively impact the order decision; (2) attribution selection could mediate the effect of electronic word-of-mouth dispersion on order...
Preprint
Full-text available
Artificial Intelligence has been a growth catalyst to our society and is cosidered across all idustries as a fundamental technology. However, its development has been limited to the signal processing domain that relies on the generated and collected data from other sensors. In recent research, concepts of Digital Artificial Intelligence and Physici...
Preprint
Full-text available
Privacy protection has recently attracted the attention of both academics and industries. Society protects individual data privacy through complex legal frameworks. This has become a topic of interest with the increasing applications of data science and artificial intelligence that have created a higher demand to the ubiquitous application of the d...
Data
DIKW researches have been taken in many domains spanning over decades at least. With the help of Researchgate filtering function, we have sorted nearly 400 related literature to ease the finding of this topic in hope of accelerating related research and investigation in deeper foundations and towards rich applications iteratively.
Article
In the digital environment, communicating with customers through real-time chat interface has become a normal way to provide service to customers. The types of service agents have become an important factor affecting consumers' online shopping experience. Researchers and practitioners are paying more and more attention to how different types of ser...
Article
An energy-efficient anomaly detection is fundamental to maintain a healthy status of domain applications in edge-cloud collaboration networks. Generally, various kinds of multimodal sensory data capture heterogeneous attributes, where a certain attribute, called the primary one, may be more significant in detecting certain anomaly. This observati...
Article
With the ever-increasing popularity of social software, we can easily establish a signed social network (SSN) by capturing users’ attitudes (i.e., trust/distrust, friend/enemies, consent/opposition) toward other people. However, the social relationships among users are often very sparse in an SSN, which impede the effective extension of the users’...
Preprint
Full-text available
DIKWR2021 Welcome Message (https://dikwra.org/) Dear Friends and Colleagues: Data, Information, Knowledge and Wisdom, in short (DIKW), have been used widely as natural language marking terms in various domains for the purposes of expressing understandings. However there are still no unified understandings over the meaning of the DIKW concepts. Data...
Article
Data, information, knowledge, and wisdom forms a progressive relationship. Information is formed by data collation. Knowledge is filtered, refined, and processed from relevant information. Wisdom is based on knowledge and is accumulated through experience. This paper uses the progressive relationship of service data, information, knowledge, and wis...
Chapter
Based on our previous proposal of an existence level computation and reasoning approach called Existence Computation, which extends traditional identification of objects towards an existence level clarification, and a semantic expression mechanism called Relationship Defined Everything of Semantics which adopts the ideology that entities are define...
Chapter
Full-text available
AI governance has been increasingly preeminent in digital world which presents a practical challenge of combining technical digital implementation with legal governance in real world. This work proposes a strategical bridging framework between AI governance policies and technologies on the fundamental content expression modals of data, information...
Article
The emergence of mobile service composition meets the current needs for real-time eCommerce. However, the requirements for eCommerce, such as safety and timeliness, are becoming increasingly strict. Thus, the cloud-edge hybrid computing model has been introduced to accelerate information processing, especially in a mobile scenario. However, the mob...
Article
Full-text available
The gradual prevalence of Internet of Things (IoT) and wireless communication technologies has enabled the wide adoption of various smart devices (e.g., smart watches) in provisioning the healthcare services to massive users. Besides monitoring the real-time health signals or conditions of users, smart devices can also record a series of sport-rela...
Article
Service-oriented architecture (SOA) provides a flexible IT infrastructure in order to deal with global competition. However, real-world services change their architectures and functions frequently. This work uses data integration, information synthesis, and knowledge fusion to analyze SOA evolution and complexity. A quantificational approach is pro...
Article
【Background】Lentinula edodes, known as Xianggu, is one of the most important commercial edible mushrooms in China. With Xianggu cultivation scale increasing, new technology and process such as liquid spawn were developed, and many factories for artificial logs were built in past several years. The requirements for substrates and culture conditions...
Preprint
The booming online e-commerce platforms demand highly accurate approaches to segment queries that carry the product requirements of consumers. Recent works have shown that the supervised methods, especially those based on deep learning, are attractive for achieving better performance on the problem of query segmentation. However, the lack of labele...
Article
Full-text available
In recent years, mobile applications have become more demanding on device performance, especially for the multimedia applications. As the battery capacity and computing performance of mobile devices gradually fails to meet the needs of mobile applications for device performance, mobile cloud computing (MCC) is adopted to handle multimedia workflows...
Article
Full-text available
With the ever‐increasing popularity of web application programming interfaces (APIs) sharing communities, it is becoming a promising way for software developers to design and create their interesting Apps through composing a set of selected web APIs that can collectively fulfill the App functions expected by the App developer. However, the App deve...
Article
Full-text available
Biological resources are multifarious encompassing organisms, genetic materials, populations, or any other biotic components of ecosystems, and fine-grained data management and processing of these diverse types of resources proposes a tremendous challenge for both researchers and practitioners. Before the conceptualization of data lakes, former big...
Article
Objective: To investigate the effect of long non-coding RNA DiGeorge syndrome critical region gene 5 (DGCR5) on proliferation, invasion and migration of esophageal squamous cell carcinoma (ESCC) TE1 cells and its mechanism. Methods: qPCR was used to detect the expression level of DGCR5 in ESCC cell lines (TE1, Yes-2, KYSE150 and Eca9706). TE1 cells...
Article
With the development of cloud computing, service computing, IoT(Internet of Things) and mobile Internet, the diversity and sociality of services are increasingly apparent. With the increasing complexity of collaborative relationships between services, service ecosystems are beginning to emerge with the characteristics of natural ecosystems, economi...
Preprint
With the development of cloud computing, service computing, IoT(Internet of Things) and mobile Internet, the diversity and sociality of services are increasingly apparent. To meet the customized user demands, service ecosystems begins to emerge with the formation of various IT services collaboration network. However, service ecosystem is a complex...
Research Proposal
Full-text available
In the context of the accelerated growth of multi-dimensional, multi-modal, multi-scale social information network mass content, faced with cognitive overloading of the processing need of complex content objects and processing process, this project starts from the clarity of the uncertain semantics contained in the interpretability problem of artif...
Article
Objective: To explore the characteristics of gut microbiota change in colorectal adenomatous polyps (CAP), which has been considered as precancerous lesion for colorectal cancer. Methods: Thirty patients with colon adenomatous polyps (CAP group) and thirty healthy individuals without adenomatous polyps (HC group) who underwent colonoscopy at the Fi...
Article
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Abstract Web-based enterprises have increasingly begun to build their own virtual brand community on the Cloud. How to encourage Web users to generate Web content in the Web community continuously and permanently has become the focal point. However, few studies have explored that how to drive the motivation of user-generated content (UGC) named sel...
Article
Objective: To study the miR-28-3p expression in triple negative breast cancer (TNBC) tissues and cell lines, and explore its effect on the malignant biological behaviors of MDA-MB-468 cells. Methods: Tumor tissues and matched para-cancerous tissues were collected from 83 TNBC patients, who underwent tumor resection and pathological confirmation in...
Article
Full-text available
Link prediction is a demanding task in real-world scenarios, such as recommender systems, which targets to predict the unobservable links between different objects by learning network-structured data. In this paper, we propose a novel multi-view graph convolutional neural network (MV-GCN) model to solve this problem based on Matrix Completion metho...