Felix Kruse, Christoph Schröer, Jan-Philipp Awick, Jan Reinkensmeier, J. Gómez
{"title":"Towards an automated record linkage process for datasource-independent company matching","authors":"Felix Kruse, Christoph Schröer, Jan-Philipp Awick, Jan Reinkensmeier, J. Gómez","doi":"10.1109/NextComp55567.2022.9932178","DOIUrl":"https://doi.org/10.1109/NextComp55567.2022.9932178","url":null,"abstract":"Record linkage (RL) is becoming increasingly important for companies to integrate data silos and create a more qualitative information base for decision-making. Despite state-of-the-art research results in RL, these are not used in companies because the manual effort is high, and the necessary know-how is lacking. This research-in-progress paper aims to show how a generic RL process for company matching can be developed and how the manual effort can be reduced. For this purpose, our data-driven inductive research is based on insights of an extensive fundament of 18 company relevant data sources. In this research-in-progress paper, we implemented a first version of our generic RL process for company matching. This was applied in three experiments consisting of different data sources. The results show a Precision range of 0.88 to 0.98 and a Recall range of 0.9 - 0.99. These results are promising and show that the development of a generic RL process for company matching is possible. The generic RL process for company matching would majorly impact companies by making it more efficient to integrate new and previously unused data sources.","PeriodicalId":422085,"journal":{"name":"2022 3rd International Conference on Next Generation Computing Applications (NextComp)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117122617","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}
S. Malisuwan, Charnvit Munikanond, Cattleya Delmaire, Wassana Kaewphanuekrungsi
{"title":"Earth Observation Ground Station Systems of KMITL-ECSTAR Research Center","authors":"S. Malisuwan, Charnvit Munikanond, Cattleya Delmaire, Wassana Kaewphanuekrungsi","doi":"10.1109/NextComp55567.2022.9932160","DOIUrl":"https://doi.org/10.1109/NextComp55567.2022.9932160","url":null,"abstract":"Thailand’s universities and high schools have dominated satellite development throughout the last 10 years. Both the public and commercial sectors are starting to see new prospects and are eager to assist them with money for R&D. By establishing new spin-off startup firms, several universities in Thailand are attempting to commercialize their tiny Earth observation satellite programs. One of the institutions that has provided funding for initiatives connected to the small satellite (SmallSat) program for Earth Observation missions is King Mongkut’s Institute of Technology Ladkrabang (KMITL). The project will be carried out as expected by the Asia Aviation Academy’s (AAA) Excellence Center of Space Technology and Research (ECSTAR). The primary goal of this study is to explain the architecture of the telemetry, tracking, and control (TT&C) subsystem and the sophisticated computing technologies and computer communication network used by the Earth Observation Ground Station. The report also outlines the strategy for tying the ground segment system to the Geo-Informatics & Space Technology Development Agency’s high-performance computer system (GISTDA).","PeriodicalId":422085,"journal":{"name":"2022 3rd International Conference on Next Generation Computing Applications (NextComp)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117324246","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}
{"title":"eExam Framework for Programming Classes","authors":"P. Appavoo, Anuja Meetoo-Appavoo","doi":"10.1109/NextComp55567.2022.9932218","DOIUrl":"https://doi.org/10.1109/NextComp55567.2022.9932218","url":null,"abstract":"Conducting practical tests or exams, and grading assignments related to programming modules for a large group of students are tedious, error-prone, and time consuming. Furthermore, given the global deadly pandemic, there is a need to prepare for prolonged online education and online assessments. The risks of cheating and plagiarism is higher for online assessments. A solution would be to set different questions for every student. But, unfortunately, this is infeasible for classes with a high number of students. Setting common questions permits students to collaborate and cheat. They can easily copy from each other’s answers, make minor changes to make their code look different, and submit it as their own.In this paper, an online platform for automated grading of programming assignments is considered. Students can work on their assignments and submit their code on Codeboard.io for automated grading and instant feedback. However, it does not perform any check for code similarity across submissions. Standard plagiarism detectors, such as Turnitin, fail to detect source code plagiarism. Therefore, the output from Codeboard.io is processed and fed to an online code similarity detector, namely MOSS (Measure of Software Similarity), hosted by Stanford University. Such tools are put together under a framework that allows for automated grading of programming assignments, and the identification of suspected cases of plagiarism, which can then be dealt with accordingly. Using the mentioned tools, an implementation of the proposed framework was successfully tested and evaluated with two classes of 20 students and one class of 100 students.","PeriodicalId":422085,"journal":{"name":"2022 3rd International Conference on Next Generation Computing Applications (NextComp)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115727015","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}
{"title":"A plea for choosing ex ante an ethical theorical position for a relevant response to ethical issues posed by algorithmic systems","authors":"Sylvie Michel, Sylvie Gerbaix, Marc Bidan","doi":"10.1109/NextComp55567.2022.9932235","DOIUrl":"https://doi.org/10.1109/NextComp55567.2022.9932235","url":null,"abstract":"The aim of this conceptual article is to show that one cannot propose measures, actions, and decisions to improve algorithmic systems ethics of without first choosing an ethical theoretical position. In this perspective, we proceeded in two stages. First, we identify the main ethical theorical positions proposed in the philosophical literature. Secondly, we characterize and synthetize three different ethical issues posed by algorithmic systems, and we show that the repercussions of the choice of an ethical theorical position for each category of ethical issues of algorithmic systems lead to different decisions. We show that for each category of ethical problems, the ethical decisions and their repercussions differ according to the ethical theory chosen. The value of this paper is to show that the literature on algorithmic systems ethics does not take into account the implications of choosing an ethical position. Indeed, before trying to solve ethical issues, agreements, discussions, are needed to take into account the different ethical theorical positions and their repercussions in terms of decision.","PeriodicalId":422085,"journal":{"name":"2022 3rd International Conference on Next Generation Computing Applications (NextComp)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115847703","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}