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检索条件"机构=Postgraduate Program in Computer science"

共 267 条记录，以下是61-70 订阅

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Analyzing User Comments on Fintech E-wallet Applications in Indonesia Using the LDA Algorithm 7

Analyzing User Comments on Fintech E-wallet Applications in ...

引用

7th International Conference on Information Technology, InCIT 2023

作者： Widiantoro, Albertus Dwiyoga Mustafid, Mustafid Sanjaya, Ridwan Diponegoro University Doctoral Program of Information System School of Postgraduate Studies Semarang Indonesia Soegijapranata Catholic University Information System Computer Science Fakulcty Semarang Indonesia

ISBN: (纸本)9798350358698

The main objective of this article is to compare user comments from 4 Fintech applications in Indonesia using the Latent Dirichlet Allocation (LDA) algorithm. This research is word processing research carried out using text mining. The statistical population is comments from Fintech users Ovo, Dana, LinkAja, and Doku, with data taken from May 2022-May 2023. LDA and the Python programming language are applied to analyze the data and implement text mining algorithms from topic modeling. Each application group has different topic coherence, each application group is analyzed and 4 large categories are found, namely system convenience, system problems, customer service (CS) problems, and service ease. The results of text mining and processing using Coherence and Latent Dirichlet allocation can be used to identify hidden topics and be used as input for system improvements © 2023 IEEE.

关键词： Population statistics

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A genetic algorithm-based solution for the problem of small disjuncts 4th

引用

4th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2000

作者： Carvalho, Deborah R. Freitas, Alex A. Postgraduate program in applied computer science R. Imaculada Conceicao 1155 CuritibaPR805215-901 Brazil Computer Science Dept. Av. Comendador Franco 186. CuritibaPR80215-090 Brazil

ISBN: (纸本)9783540410669

In essence, small disjuncts are rules covering a small number of examples. Hence, these rules are usually error-prone, which contributes to a decrease in predictive accuracy. The problem is particularly serious because, although each small disjuncts covers few examples, the set of small disjuncts can cover a large number of examples. This paper proposes a solution to the problem of discovering accurate small-disjunct rules based on genetic algorithms. The basic idea of our method is to use a hybrid decision tree/genetic algorithm approach for classification. More precisely, examples belonging to large disjuncts are classified by rules produced by a decision-tree algorithm, while examples belonging to small disjuncts are classified by a new genetic algorithm, particularly designed for discovering small-disjunct rules. © Springer-Verlag Berlin Heidelberg 2000.

关键词： Genetic algorithms

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Exploring the Potential of Artificial Intelligence in Special Education: A Bibliometric Analysis to Support Educators and Students with Autism Spectrum Disorder (ASD) 54

Exploring the Potential of Artificial Intelligence in Specia...

引用

54th IEEE Frontiers in Education Conference, FIE 2024

作者： Silveira, Lisiane Corrêa Gomes De Alvarenga, Patricia Warnke Ribeiro, Luis Otoni Meireles Gonçalves, Eder Mateus Vicari, Rosa Barwaldt, Regina Federal Institute Sul-rio-grandense Postgraduate Program in Education Pelotas Brazil Federal University of Rio Grande Postgraduate Program in Science Education Rio Grande Brazil Federal University of Rio Grande Computer Science Center of Furg Rio Grande Brazil Federal University of Rio Grande Rio Grande Brazil Federal University of Rio Grande do Sul Computer Science Center Porto Alegre Brazil Federal University of Rio Grande Computer Science Center Rio Grande Brazil

ISBN: (纸本)9798350351507

This full paper describes a complete article in the research category. This work presents a Bibliometric Review that aims to characterize the current scenario of academic research in Artificial Intelligence in education to support educators in the teaching and learning processes in Special Education in different contexts, becoming a tool with potential use in cases of students with Autism Spectrum Disorder (ASD). In this sense, this work aims to contribute to a better understanding of research associated with the area of Artificial Intelligence aimed at educational processes involving students with autism. To do this, we used the EndNote reference manager, an online tool designed to support researchers in conducting Literature Reviews, following the bibliometric protocol proposed by Guedes and Borschiver (2005). From the definition of search strings, ('artificial intelligence') AND ('autism' OR 'ASD' OR 'autism spectrum disorder') AND ('education' OR 'teaching'), scientific databases were explored like Web of science (WoS), Scopus, ERIC, Emerald, Scielo, Portal CAPES, and IEEE, to locate existing studies on the topic, between 2019 and 2024. As a result, 298 articles were mapped and 20 scientific works were selected that address the aforementioned specific theme, written by 89 authors belonging to 50 institutions in 19 countries on four continents, enabling the creation of a significant theoretical basis. By analyzing the information contained in scientific publications in this specific field, it was possible to infer that research is divided into distinct areas of concentration: 1) the exploration of algorithms and data analysis based on Artificial Intelligence for analytical-predictive issues in the field of special education;2) the use of robots in the teaching and learning processes of students with autism;3) the development of personalized educational intervention models for learning pedagogical, social and communication skills. The data show that research on th

关键词： Students

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PRISMA-MDE - Information Visualization Environment for Multiple Display

PRISMA-MDE - Information Visualization Environment for Multi...

引用

International Conference on Information Visualisation (IV)

作者： Roberto Yuri da Silva Franco Bianchi Serique Meiguins Aruanda Simões Meiguins Postgraduate Program in Computer Science – PPGCC – Federal University of Pará

This paper aims to minimize the problems encountered in the handling of large amounts of visual data, proposing a scalable environment for distributed applications and information visualization (IV) with multiple coordinated views. The benefits of this architecture are improving the processing power for visualization tools, reduce the rendering time of visualization techniques, reducing the problem of occlusion and aggregation, among others. We will be presented usability testing, and comparative testing of performance (rendering time, memory usage, and processor) with an application of IV in a single desktop.

关键词： Data visualization Servers Visualization computer architecture Mice Distributed databases

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Regulatory Support to Prevent Health Data Breaches 8

Regulatory Support to Prevent Health Data Breaches

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8th IEEE International Conference on Computing, Engineering and Design, ICCED 2022

作者： Firmansyah, Warmanto Mantoro, Teddy Persadha, Pratama Dahlian State Intelligence College Medical Intelligence Postgraduate Program Bogor Indonesia Sampoerna University and State Intelligence College Media-Tech Lab Department of Computer Science Jakarta Indonesia

ISBN: (纸本)9781665453899

Digitalization of health data is one of the advances in the era of information technology. It is very useful for both the patient and the paramedic. Unfortunately, it also has a hole because there are more breaches due to the leakage of health data nowadays. Electronic health data is particularly vulnerable, as it is most often targeted by attackers or hackers. Health data were considered to have the most sensitive personal data. In Indonesia, there have been several leaks of health data. The breached data are from government-owned applications including BPJS Kesehatan, eHAC, and vaccine certificates. The health data needed to be protected, so there is no misuse of it. The breached health data can be harmful to the person affected. This study is to capture the situation and problem of health data breaches on the government-owned application in Indonesia. The result of this paper is to propose a recommendation to minimize the occurrence of health data breaches. Strategic moves are needed in anticipating the occurrence of health data breaches. One of the steps that can be taken is the preparation of regulations to secure health data. With the relevant regulations, it is projected that the breach of health data can be minimized. © 2022 IEEE.

关键词： Personal computing

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Smart edu design as a 21st century learning system innovation in optimizing one of the roles of universities 6

Smart edu design as a 21st century learning system innovatio...

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6th International Seminar on Mathematics, science, and computer science Education, MSCEIS 2018

作者： Zulkarnaen, R.H. Setiawan, W. Rusdiana, D. Muslim, M. Science Education Program Postgraduate Universitas Pendidikan Indonesia Bandung Indonesia Department of Computer Science Education Universitas Pendidikan Indonesia Bandung Indonesia Department of Physics Education Universitas Pendidikan Indonesia Bandung Indonesia

The development of science and technology is closely related to the quality of higher education. science and technology innovation is used as a tool to empower communities so that they can develop sustainable development. The survey results at one of Indonesia's private universities showed the low role of universities in schools as their environment. The progress of science in universities is very fast but different from the situation in the environment. This indicates an imbalance in the development of knowledge that occurs in universities with schools. Based on the results of a literature study, the smart edu design is used as an alternative solution in this regard. Smart edu is a managerial learning system innovation adapted from the smart city concept. Features in this program allow students, lecturers and teachers in the field to interact with each other. Students can assess the problem without having to go to the field on the other hand the teacher can assess the solution which is the result of learning between the student and the lecturer. Thus the learning transparency can be built through this system so that the inequality of knowledge development can be overcome. © Published under licence by IOP Publishing Ltd.

关键词： Students

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Misuse of electronic medical records in blockchain technology intelligence security system 8

Misuse of electronic medical records in blockchain technolog...

引用

8th IEEE International Conference on Computing, Engineering and Design, ICCED 2022

作者： Wattimena, Mirel Retnowati, Dwi Mantoro, Teddy State Intelligence College Medical Intelligence Postgraduate Program Bogor Indonesia Sampoerna University and State Intelligence College Media-Tech Lab Department of Computer Science Jakarta Indonesia

ISBN: (纸本)9781665453899

Technological advances Globalization Era are very rapidly developing. The advancement of information technology in the health sector is Electronic Medical Records. Electronic Medical Record is a technology-based health information system that functions to store complete health and patient care data. most of the Electronic Medical Records owned are simple and do not have a data security system. Data Security, Authenticity of management, and admin of data registration from health facilities can be a threat to the misuse of Electronic medical records. The purpose of maintaining the confidentiality of data using Blockchain Technology is used for the management of overall patient data protection. Simple Blockchain technology is recommended as an Electronic Medical Record Security system and Blockchain technology as a Cryptographic-based data security system where each Blockchain block can impact patient data in detail supported by the Internet network. The method used is in the form of empowering simple Blockchain technology in supporting the Security system protection of personal data in Electronic Medical Records which can increase the effectiveness of data storage so that it can avoid data misuse and manipulation of patient care data. Blockchain is a technology that is not easily accessed by others and helps protect patient data from forms of threats. In an effort to overcome the threat of misuse of Electronic Medical Record data, the role of intelligence in the form of securing data security systems is a solution in protecting data through data security © 2022 IEEE.

关键词： Security systems

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A survey with Brazilian companies on the use of Business Intelligence (BI) and a diagnosis on the associated infrastructure and methodologies 20

A survey with Brazilian companies on the use of Business Int...

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20th Ibero-American Conference on Software Engineering, CIbSE 2017

作者： Lima, Adriano Colaço, Methanias Nascimento, Andre Vinicius R.P. Postgraduate Program in Computer Science - PROCC UFS- Federal University of Sergipe São Cristóvao/SE Brazil Faculdade Estacio de Sergipe Aracaju/SE Brazil

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Prevention of Misuse of Information Technology in the Health Industry 8

Prevention of Misuse of Information Technology in the Health...

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8th IEEE International Conference on Computing, Engineering and Design, ICCED 2022

作者： Ahmad, Hastanto Januar Mantoro, Teddy Yulivan, Ivan State Intelligence College Medical Intelligence Postgraduate Program Bogor Indonesia Sampoerna University and State Intelligence College Media-Tech Lab Department of Computer Science Jakarta Indonesia

ISBN: (纸本)9781665453899

Technological advances in the field of digitalization and networks of information have made the world enter the industrial revolution 4.0 including in the health and medical sector. This revolution is marked by the easy exchange of information in a short amount of time without being limited by geographical constraints and the shift from paper-based documents to digital. The health sector has also begun to adopt the 4.0 revolution by making health services more accessible to the public such as online medical applications, the use of electronic medical records, and the use of big data to personalize medical therapy for sick people. Even though the use of this information technology has a lot of benefits, there is also potential to be misused such as the purchase of dangerous medicines and leakage of patient's medical data also inadequate support from telemedical services due to a lack of guidance for personnel which has the potential to harm both physically and materially. Indonesia currently does not have a defense mechanism and regulations to protect its citizen from the misuse of information technology in the health industry. Systematic efforts are needed so that the use of information technology can run properly and safely. There need to be some measures to prevent the unlawful use of health information technology such as strict regulation and monitoring, defense against cyber hacking and leakage, also adequate training for the operators of health services in using the technology © 2022 IEEE.

关键词： Medical applications

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A formal model of quorum based κ-mutex algorithm using input/output automata

A formal model of quorum based κ-mutex algorithm using inpu...

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2016 International Conference on Computational Intelligence and Cybernetics, CYBERNETICSCOM 2016

作者： Nur, Ismail M. Lawi, Armin Department of Mathematics Postgraduate Program of Mathematics and Natural Sciences Hasanuddin University Makassar Indonesia Department of Computer Science Faculty of Mathematics and Natural Sciences Hasanuddin University Makassar Indonesia

ISBN: (纸本)9781509055487

An input/output automata model is a distributed computation model in distributed systems to create a formal model or to prove a distributed algorithm. This research aims to create a formal model of quorum based κ-mutual exclusion (κ-mutex) algorithm. The formal model of quorum based κ-mutex algorithm using input/output automata consists of five components: signature, state, initial state, transition, and task. The constructed model proved by using time line and execution of input/output automata. The result of research shows that the input/output automata model of quorum based κ-mutex algorithm solved the problem of k-mutex given. © 2016 IEEE.

关键词： Distributed computer systems

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