International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management最新文献

A Knowledge Graph Approach for Exploratory Search in Research Institutions 研究机构探索性搜索的知识图谱方法

International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management Pub Date : 2023-11-27 DOI: 10.5220/0012223800003598

Tim Schopf, Nektarios Machner, Florian Matthes

引用次数: 0

Multidimensional Fairness in Paper Recommendation 论文推荐中的多维公平性

International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management Pub Date : 2023-05-02 DOI: 10.48550/arXiv.2305.01141

Reem Alsaffar, Susan Gauch, Hinab Al-Kawaz

{"title":"Multidimensional Fairness in Paper Recommendation","authors":"Reem Alsaffar, Susan Gauch, Hinab Al-Kawaz","doi":"10.48550/arXiv.2305.01141","DOIUrl":"https://doi.org/10.48550/arXiv.2305.01141","url":null,"abstract":"To prevent potential bias in the paper review and selection process for conferences and journals, most include double blind review. Despite this, studies show that bias still exists. Recommendation algorithms for paper review also may have implicit bias. We offer three fair methods that specifically take into account author diversity in paper recommendation to address this. Our methods provide fair outcomes across many protected variables concurrently, in contrast to typical fair algorithms that only use one protected variable. Five demographic characteristics-gender, ethnicity, career stage, university rank, and geolocation-are included in our multidimensional author profiles. The Overall Diversity approach uses a score for overall diversity to rank publications. The Round Robin Diversity technique chooses papers from authors who are members of each protected group in turn, whereas the Multifaceted Diversity method chooses papers that initially fill the demographic feature with the highest importance. We compare the effectiveness of author diversity profiles based on Boolean and continuous-valued features. By selecting papers from a pool of SIGCHI 2017, DIS 2017, and IUI 2017 papers, we recommend papers for SIGCHI 2017 and evaluate these algorithms using the user profiles. We contrast the papers that were recommended with those that were selected by the conference. We find that utilizing profiles with either Boolean or continuous feature values, all three techniques boost diversity while just slightly decreasing utility or not decreasing. By choosing authors who are 42.50% more diverse and with a 2.45% boost in utility, our best technique, Multifaceted Diversity, suggests a set of papers that match demographic parity. The selection of grant proposals, conference papers, journal articles, and other academic duties might all use this strategy.","PeriodicalId":133533,"journal":{"name":"International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128811696","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

Knowledge-based Service for African Traditional Herbal Medicine: A Hybrid Approach 非洲传统草药的知识服务:一种混合方法

International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management Pub Date : 2019-09-19 DOI: 10.5220/0007946400450055

S. N. O. Devine, Dr. Emmanuel Kolog Awuni, E. Sutinen, I. Sääksjärvi

{"title":"Knowledge-based Service for African Traditional Herbal Medicine: A Hybrid Approach","authors":"S. N. O. Devine, Dr. Emmanuel Kolog Awuni, E. Sutinen, I. Sääksjärvi","doi":"10.5220/0007946400450055","DOIUrl":"https://doi.org/10.5220/0007946400450055","url":null,"abstract":"Globally, the acceptance and use of herbal and traditional medicine is on the rise. Africa, especially Ghana, has its populace resorting to African Traditional Herbal Medicine (ATHMed) for their healthcare needs due to its potency and accessibility. However, the practice involving its preparation and administration has come into question. Even more daunting is the poor and inadequate documentation covering the preservation and retrieval of knowledge on ATHMed for long-term use, resulting in invaluable healthcare knowledge being lost. Consequently, there is the need to adopt strategies to help curtail the loss of such healthcare knowledge, for the benefit of ATHMed stakeholders in healthcare delivery, industry and academia. This paper proposes a hybrid-based computational knowledge framework for the preservation and retrieval of traditional herbal medicine. By the hybrid approach, the framework proposes the use of machine learning and ontology-based techniques. While reviewing literature to reflect the existing challenges, this paper discusses current technologies suited to approach them. This results in a framework that embodies an ontology driven knowledge-based system operating on a semantically annotated corpus that delivers a contextual search pattern, geared towards a formalized, explicit preservation and retrieval mechanism for safeguarding ATHMed knowledge.","PeriodicalId":133533,"journal":{"name":"International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","volume":"93 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130994327","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: 4

Distributed Data Validation for a Key-value Store in a Decentralized Electric Vehicle Charging Network 分布式电动汽车充电网络中键值存储的分布式数据验证

International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management Pub Date : 2019-09-17 DOI: 10.5220/0008363703560363

Benedikt Kirpes, Micha Roon, Christopher Burgahn

{"title":"Distributed Data Validation for a Key-value Store in a Decentralized Electric Vehicle Charging Network","authors":"Benedikt Kirpes, Micha Roon, Christopher Burgahn","doi":"10.5220/0008363703560363","DOIUrl":"https://doi.org/10.5220/0008363703560363","url":null,"abstract":"The mobility sector experiences a fundamental shift to more connected, autonomous, shared and electric means of transportation. For an electric mobility system to function, an efficient and reliable electric vehicle charging network is required. The Open Charging Network, which is built and curated by the Share&Charge Foundation is a digital, open and decentralized infrastructure for operating and connecting assets of the e-mobility ecosystem like charge points and electric vehicles. In such a network validity and consistency of data are crucial. Since the underlying information system is designed based on distributed ledger technologies and distributed hash tables, also the validation of data for the respective key-value store should be implemented and executed in a distributed manner. In this paper, we contribute to the body of research by analyzing the current situation in distributed systems and presenting the design and development of a mechanism for a distributed data validation. We provide an outlook into the future implementation within the Open Charging Network, where the solution will be demonstrated in a suitable context. Further it will be evaluated regarding the primary requirement of data validity and secondary requirements such as availability, reliability and scalability.","PeriodicalId":133533,"journal":{"name":"International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","volume":"466 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115683231","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: 1

Generation of Task Models from Observed Usage Application to Web Browsing Assistance 从观察使用应用到网页浏览辅助的任务模型生成

International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management Pub Date : 2019-09-17 DOI: 10.5220/0008068300740082

Karim Sehaba, Benoît Encelle

引用次数: 1

Noospheric Way of Organizing Knowledge in the Knowledge Bases of Innovate Importance 创新重要性知识库中的知识组织方式

International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management Pub Date : 2019-09-17 DOI: 10.5220/0008347302500257

Yurii Pikalov

引用次数: 0

Assist the Sustainable Development within Industries through the Territorial Knowledge Ontology 通过区域知识本体协助行业的可持续发展

International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management Pub Date : 2019-09-17 DOI: 10.5220/0008165201020112

A. Ezoji, N. Matta

引用次数: 2

Enhancing the Use of Government Mobile Applications: The Perspective of Citizen-initiated Contacts Theory 加强政府移动应用程序的使用:公民发起接触理论的视角

International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management Pub Date : 2019-09-17 DOI: 10.5220/0008347602580263

Ching Seng Yap, Rizal Ahmad, F. T. Newaz, Cordelia Mason

{"title":"Enhancing the Use of Government Mobile Applications: The Perspective of Citizen-initiated Contacts Theory","authors":"Ching Seng Yap, Rizal Ahmad, F. T. Newaz, Cordelia Mason","doi":"10.5220/0008347602580263","DOIUrl":"https://doi.org/10.5220/0008347602580263","url":null,"abstract":"The ubiquity of the Internet and mobile technologies has increased the adoption rate of e-government services in Malaysia. The focus of Malaysian e-government initiatives is now shifting to mobile applications. Selected visits done on portals of government mobile applications indicate a low level of use, which suggests the need to identify factors that affect the use and non-use of government mobile applications. The citizen-initiated contacts theory can be useful in explaining active usage behaviours and making citizens to initiate contacts with the governments. Extensive studies have been done on citizens’ needs for government services and their awareness of the availability of various methods of contacting the government such as through government office visits, telephone calls, and government websites and portals. Unfortunately, similar studies on the use of government mobile applications by citizens are relatively scarce. Studies on the needs for government services and awareness of citizens of government mobile applications will enable us to understand factors contributing to increasing the adoption rate of the mobile applications. This study is timely as it aims at identifying the profile of users and non-users in terms of their socioeconomic characteristics and examining potential influences of perceived needs, perceived security, and awareness on the use of government mobile applications. Using quota sampling technique, primary data will be collected from 400 citizens (200 users and 200 non-users of government mobile applications) in Malaysia via a questionnaire survey. It is hoped that this research will contribute to e-government and m-government literature, from the perspective of citizen-initiated contacts theory, and provide useful implications for government policy in enhancing the use of government mobile applications.","PeriodicalId":133533,"journal":{"name":"International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121701533","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: 1

Elaboration of a Domain Model for Migrating the Monolithic Software Architecture of a Data Management Server into a Microservice Architecture 将数据管理服务器的单片软件体系结构迁移到微服务体系结构的领域模型的细化

International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management Pub Date : 2019-09-17 DOI: 10.5220/0008319402120218

Christian Zaschke

引用次数: 2

A CBR MAC/FAC Approach for Cloud Management 云管理的CBR MAC/FAC方法

International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management Pub Date : 2019-09-17 DOI: 10.5220/0008165001200129

Eric Kübler, Miriam Herold, Mirjam Minor

引用次数: 0