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Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business最新文献

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KOBPSY, a knowledge base in psychology and behavioral sciences 这是一个心理学和行为科学的知识库
Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business Pub Date : 2015-10-21 DOI: 10.1145/2809563.2809604
A. G. Castro, Isabel Barth, E. Weichselgartner
{"title":"KOBPSY, a knowledge base in psychology and behavioral sciences","authors":"A. G. Castro, Isabel Barth, E. Weichselgartner","doi":"10.1145/2809563.2809604","DOIUrl":"https://doi.org/10.1145/2809563.2809604","url":null,"abstract":"In this paper we present the Semantic Enhancement for the Open Journal Systems, SE4OJS, to generate semantically annotated documents. With this tool, we created a knowledgebase for psychology, KOBPSY. We have identified structural document elements such as authors, sections, and domain knowledge about diseases, population, treatments and more. Our corpus of documents comes from PsychOpen. The datasets we are building for each article include i) the RDF description of article metadata, e.g. information on title, keywords, authors and editors; ii) structural information such as sections, section types, paragraphs, in-text citations; and also, iii) RDF for content and annotations. We are structuring the annotations by using the Annotation Ontology. Our approach makes it possible to build concept-based queries; we are delivering a flexible, reusable and adaptable set of tools for metadata enrichment and semantic processing of scientific documents in psychology.","PeriodicalId":20526,"journal":{"name":"Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business","volume":"26 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89568834","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
Data-transformation on historical data using the RDF data cube vocabulary 使用RDF数据立方体词汇表对历史数据进行数据转换
Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business Pub Date : 2015-10-21 DOI: 10.1145/2809563.2809579
Sebastian P. Bayerl, M. Granitzer
{"title":"Data-transformation on historical data using the RDF data cube vocabulary","authors":"Sebastian P. Bayerl, M. Granitzer","doi":"10.1145/2809563.2809579","DOIUrl":"https://doi.org/10.1145/2809563.2809579","url":null,"abstract":"This work describes a Data-Integration process, in particular, how XML-based TEI documents with statistical data can be normalized, converted and enriched using the RDF Data Cube Vocabulary. Due to the their inherent complex structure, a simple row-by-row based conversion approach is not sufficient. Therefore, the complex structured tables must be validated, modified and transformed, until they are suitable for the standardized multi-dimensional data structure - the data cube. This paper will especially focus on the transformations necessary to normalize the structure of the tables. A second focus is on the advantages, which come by using the RDF Data Cube Vocabulary. Also, a research prototype was implemented to execute the workflow and convert the statistical data into data cubes.","PeriodicalId":20526,"journal":{"name":"Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86732268","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: 6
Constructing concept clouds from company websites 从公司网站构建概念云
Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business Pub Date : 2015-10-21 DOI: 10.1145/2809563.2809615
Rosa Tsegaye Aga, Christian Wartena
{"title":"Constructing concept clouds from company websites","authors":"Rosa Tsegaye Aga, Christian Wartena","doi":"10.1145/2809563.2809615","DOIUrl":"https://doi.org/10.1145/2809563.2809615","url":null,"abstract":"Word clouds are used for the visual representation of texts. The font size and color of a word show its importance, and the position of a word in the cloud can be arbitrary or reflect its relation to other words. In this paper, we present a tool that generates concept clouds from German company websites. The main idea of the visualization is to show the overall work and main interests of companies in a detailed information cloud based solely on their own web page. The concepts are taken from the STW Thesaurus of Economics. The colors of the concepts show the categories of the concepts in the thesaurus while the cloud layout is organized by semantic proximity of the concepts. To compute the similarity between concepts we use the semantic representation that is generated from DeWaC corpus. The distributional similarity is fundamentally different from the co-occurrence statistics which often used to generate word clouds.","PeriodicalId":20526,"journal":{"name":"Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business","volume":"56 19 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79001805","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
Analysis and design of object-oriented software using multidimensional UML 使用多维UML对面向对象软件进行分析和设计
Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business Pub Date : 2015-10-21 DOI: 10.1145/2809563.2809564
Lukás Gregorovic, I. Polásek
{"title":"Analysis and design of object-oriented software using multidimensional UML","authors":"Lukás Gregorovic, I. Polásek","doi":"10.1145/2809563.2809564","DOIUrl":"https://doi.org/10.1145/2809563.2809564","url":null,"abstract":"This paper introduces our method of the UML diagrams visualization in 3D space. It uses the layers for particular components and modules in class diagram, alternative and parallel scenarios in sequence and activity diagrams with modern combined frameworks. The herein presented approach contains also automatic generating of the object diagrams and final class diagram from the sequence diagrams of the use case scenarios. It applies force directed algorithm to create more convenient automated class diagram layout using semantics by adding weight factor in force calculation process.","PeriodicalId":20526,"journal":{"name":"Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85725729","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: 9
Semantic enrichment for adaptive expert search 语义丰富的自适应专家搜索
Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business Pub Date : 2015-10-21 DOI: 10.1145/2809563.2809621
M. Pavan, Thebin Lee, E. W. D. Luca
{"title":"Semantic enrichment for adaptive expert search","authors":"M. Pavan, Thebin Lee, E. W. D. Luca","doi":"10.1145/2809563.2809621","DOIUrl":"https://doi.org/10.1145/2809563.2809621","url":null,"abstract":"Expert finding and the identification of similar professionals are important tasks for many services provided by companies and institutions. Most of research works focus on a limited set of users, characterized by the same kind of main activities, e.g., researchers, or exploit external knowledge, such as predefined ontologies. An heterogeneous environment, with possible lack of information, and not well structured data, puts forward new challenges, to address the problem of adapting user profiling and consequently expert search. In this paper, we present a first attempt to create an expert search system to support users (such as researchers, students, authors) in finding experts to get in contact or to start a cooperation with in the field of textbook research. Hereby we semantically enrich user profiles building a Community Knowledge Graph (CKG) which defines relationships among users and related items. Furthermore, we present first experimental results that base on real users.","PeriodicalId":20526,"journal":{"name":"Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business","volume":"67 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89653919","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: 2
Framing skilful performance to enact organizational knowledge: (a proposal for the integration of data-driven and user-driven approaches to cognitive computing) 构建熟练的绩效来制定组织知识:(关于将数据驱动和用户驱动的方法集成到认知计算中的建议)
Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business Pub Date : 2015-10-21 DOI: 10.1145/2809563.2809610
Eva Gatarik, R. Born, Viktor Kulhavý
{"title":"Framing skilful performance to enact organizational knowledge: (a proposal for the integration of data-driven and user-driven approaches to cognitive computing)","authors":"Eva Gatarik, R. Born, Viktor Kulhavý","doi":"10.1145/2809563.2809610","DOIUrl":"https://doi.org/10.1145/2809563.2809610","url":null,"abstract":"Whereas we know a great deal about what characterizes organizational knowledge and what forms it can -- or even should -- take, we know significantly less about how that knowledge is -- and should be -- enacted or built up in skilful performance in and by organizations. This research is based on the extension of classical approaches to formal semantics especially into situation semantics in the LIR (Language -- Information -- Reality) model-theoretic systemic framework of analysis. The purpose of this research is to methodologically identify and describe the enactment of knowledge in skilful performance in and by organizations to support the integration both of data-driven and user-driven approaches to cognitive computing.","PeriodicalId":20526,"journal":{"name":"Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business","volume":"5 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87246460","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
Educational challenges for employees in project-based industry 4.0 scenarios 基于项目的工业4.0场景下员工的教育挑战
Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business Pub Date : 2015-10-21 DOI: 10.1145/2809563.2809602
Maik Kiesel, M. Wolpers
{"title":"Educational challenges for employees in project-based industry 4.0 scenarios","authors":"Maik Kiesel, M. Wolpers","doi":"10.1145/2809563.2809602","DOIUrl":"https://doi.org/10.1145/2809563.2809602","url":null,"abstract":"Digitalization takes on a very strong role in our everyday life. In industry in particular is introducing a number of new technological concepts into companies. Consequently, the employer faces significant challenges to ensure an efficient and effective introduction. This paper focuses on the educational aspects of Industry 4.0-like working scenarios. It describes an example of the workspaces and information flows of a project based industrial production, thereby illustrating the educational challenges.","PeriodicalId":20526,"journal":{"name":"Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business","volume":"74 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80482645","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: 11
The social semantic server: a flexible framework to support informal learning at the workplace 社会语义服务器:支持工作场所非正式学习的灵活框架
Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business Pub Date : 2015-10-21 DOI: 10.1145/2809563.2809614
Sebastian Maximilian Dennerlein, Dominik Kowald, E. Lex, Dieter Theiler, Emanuel Lacić, Tobias Ley
{"title":"The social semantic server: a flexible framework to support informal learning at the workplace","authors":"Sebastian Maximilian Dennerlein, Dominik Kowald, E. Lex, Dieter Theiler, Emanuel Lacić, Tobias Ley","doi":"10.1145/2809563.2809614","DOIUrl":"https://doi.org/10.1145/2809563.2809614","url":null,"abstract":"Informal learning at the workplace includes a multitude of processes. Respective activities can be categorized into multiple perspectives on informal learning, such as reflection, sensemaking, help seeking and maturing of collective knowledge. Each perspective raises requirements with respect to the technical support, this is why an integrated solution relying on social, adaptive and semantic technologies is needed. In this paper, we present the Social Semantic Server, an extensible, open-source application server that equips client-side tools with services to support and scale informal learning at the workplace. More specifically, the Social Semantic Server semantically enriches social data that is created at the workplace in the context of user-to-user or user-artifact interactions. This enriched data can then in turn be exploited in informal learning scenarios to, e.g., foster help seeking by recommending collaborators, resources, or experts. Following the design-based research paradigm, the Social Semantic Server has been implemented based on design principles, which were derived from theories such as Distributed Cognition and Meaning Making. We illustrate the applicability and efficacy of the Social Semantic Server in the light of three real-world applications that have been developed using its social semantic services. Furthermore, we report preliminary results of two user studies that have been carried out recently.","PeriodicalId":20526,"journal":{"name":"Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business","volume":"15 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80559558","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: 7
Visual trend analysis with digital libraries 数字图书馆的可视化趋势分析
Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business Pub Date : 2015-10-21 DOI: 10.1145/2809563.2809569
Kawa Nazemi, Reimond Retz, Dirk Burkhardt, Arjan Kuijper, J. Kohlhammer, D. Fellner
{"title":"Visual trend analysis with digital libraries","authors":"Kawa Nazemi, Reimond Retz, Dirk Burkhardt, Arjan Kuijper, J. Kohlhammer, D. Fellner","doi":"10.1145/2809563.2809569","DOIUrl":"https://doi.org/10.1145/2809563.2809569","url":null,"abstract":"The early awareness of new technologies and upcoming trends is essential for making strategic decisions in enterprises and research. Trends may signal that technologies or related topics might be of great interest in the future or obsolete for future directions. The identification of such trends premises analytical skills that can be supported through trend mining and visual analytics. Thus the earliest trends or signals commonly appear in science, the investigation of digital libraries in this context is inevitable. However, digital libraries do not provide sufficient information for analyzing trends. It is necessary to integrate data, extract information from the integrated data and provide effective interactive visual analysis tools. We introduce in this paper a model that investigates all stages from data integration to interactive visualization for identifying trends and analyzing the market situation through our visual trend analysis environment. Our approach improves the visual analysis of trends by investigating the entire transformation steps from raw and structured data to visual representations.","PeriodicalId":20526,"journal":{"name":"Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business","volume":"2 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83017815","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: 21
Learn but work!: towards self-directed learning at mobile assembly workplaces 学习而不是工作!:在移动装配车间实现自主学习
Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business Pub Date : 2015-10-21 DOI: 10.1145/2809563.2809577
Mario Aehnelt, Karoline Wegner
{"title":"Learn but work!: towards self-directed learning at mobile assembly workplaces","authors":"Mario Aehnelt, Karoline Wegner","doi":"10.1145/2809563.2809577","DOIUrl":"https://doi.org/10.1145/2809563.2809577","url":null,"abstract":"In comparison to other work domains and to the current state of research, we face on the manufacturing shop floor little attention for the role of informal learning as key driver for manual assembly processes. There, smart assistance systems focus on process qualities and outcomes, not on the workers' abilities to cope with novel or uncertain work situations. In this paper we present a conceptual approach on how to integrate cognitive automation and self-directed learning at the assembly workplace. We argue for embedding smart learning behavior, based on the model of cognitive apprenticeship and provided by a cognitive architecture, with existing cognitive automation approaches. The conceptual approach is illustrated with the Plant@Hand smart assembly assistant prototype for the industrial assembly workplace.","PeriodicalId":20526,"journal":{"name":"Proceedings of the 15th International Conference on Knowledge Technologies and Data-driven Business","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88177746","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: 13
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