2021 4th International Conference of Computer and Informatics Engineering (IC2IE)最新文献_第4页

[IC2IE 2021 Front cover] [IC2IE 2021封面]

2021 4th International Conference of Computer and Informatics Engineering (IC2IE) Pub Date : 2021-09-14 DOI: 10.1109/ic2ie53219.2021.9649075

引用次数: 0

Detection of Corn Leaves Nutrient Deficiency Using Support Vector Machine (SVM) 基于支持向量机的玉米叶片营养缺乏症检测

2021 4th International Conference of Computer and Informatics Engineering (IC2IE) Pub Date : 2021-09-14 DOI: 10.1109/ic2ie53219.2021.9649375

Y. Sari, M. Maulida, Razak Maulana, J. Wahyudi, Ahmad Shalludin

{"title":"Detection of Corn Leaves Nutrient Deficiency Using Support Vector Machine (SVM)","authors":"Y. Sari, M. Maulida, Razak Maulana, J. Wahyudi, Ahmad Shalludin","doi":"10.1109/ic2ie53219.2021.9649375","DOIUrl":"https://doi.org/10.1109/ic2ie53219.2021.9649375","url":null,"abstract":"Like other plants in general, corns are also requiring nutrients for their life. Nitrogen, phosphorus, and potassium are at least three main nutrients that all plants always need except corn. There are so many methods that can use to examine these three nutrients for corn through its leaves such as Leaf Color Chart (LCC), Chlorophyll Meters Soil Plant Analysis Development (SPAD), and Soil Test Kit. One method that is mostly used by farmers to examine nutrients content through corn leaves is used Leaf Color Chart (LCC) because it cost less than the other two. To overcome this problem, digital image processing could be a good solution that can be adopted by farmers to examine their plant's nutrients needs in an easier and cheaper way. In this study, the RGB extraction method of Hue, Saturation, Value (HSV) is proposed for a digital image processing system for corn leaves images. To classified its images result, Support Vector Machine (SVM) is used as a classification method for this study. By using this proposed method, an accuracy value of 80% is achieved to detect nutrients content in corn leaves.","PeriodicalId":178443,"journal":{"name":"2021 4th International Conference of Computer and Informatics Engineering (IC2IE)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127746960","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

Vulnerability Analysis of Wireless LAN Networks using ISSAF WLAN Security Assessment Methodology: A Case Study of Restaurant in East Jakarta 使用ISSAF无线局域网安全评估方法的无线局域网漏洞分析:以雅加达东部餐厅为例

2021 4th International Conference of Computer and Informatics Engineering (IC2IE) Pub Date : 2021-09-14 DOI: 10.1109/ic2ie53219.2021.9649360

Jose Armando Pratama, A. Almaarif, Avon Budiono

引用次数: 1

Indonesian Firms Information and Communication Technology Usage during Covid-19 Pandemic 2019冠状病毒病大流行期间印尼公司信息和通信技术的使用

2021 4th International Conference of Computer and Informatics Engineering (IC2IE) Pub Date : 2021-09-14 DOI: 10.1109/ic2ie53219.2021.9649120

A. Gui, I. G. So, Hasnah Haron, Nurul Nazlia Jamil, S.I.P. M.Si. Synthia Atas Sari, Eddy Eddy

{"title":"Indonesian Firms Information and Communication Technology Usage during Covid-19 Pandemic","authors":"A. Gui, I. G. So, Hasnah Haron, Nurul Nazlia Jamil, S.I.P. M.Si. Synthia Atas Sari, Eddy Eddy","doi":"10.1109/ic2ie53219.2021.9649120","DOIUrl":"https://doi.org/10.1109/ic2ie53219.2021.9649120","url":null,"abstract":"Businesses relies on information technology to retrieve data and store data. The data is used for making business decisions at all levels of an organization. Due to the COVID-19 pandemic, the reliance on information technology has risen to help companies connect their employees and their supply chain partners. Since Indonesia emerging market is growing, there is a need to investigate the growing intention to adopt information and communication technology. The reason is that Indonesian companies’ survivability relies on their competitiveness and sustainability in business during the COVID-19 pandemic. This study investigates intention to use information technology through user satisfaction, Confirmation, perceived ease of use, and perceived usefulness. Data were collected from 45 employees working in the industry. The findings show that there is a difference between before pandemic and during the pandemic. After benchmarking the result with the literature, perceived usefulness and satisfaction were not significant to adopting information technology. The reason is due to pandemic forced employees to embrace technology and change employees’ work ethic. The result contributes to the literature extending the empirical evidence and providing future direction to investigate pre- and post-pandemic situations. Practically, companies should introduce information technology in phases so that it will not increase user dissatisfaction.","PeriodicalId":178443,"journal":{"name":"2021 4th International Conference of Computer and Informatics Engineering (IC2IE)","volume":"107 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128018974","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

Emotion Intelligent Application for Independent Wellbeing Management using Certainty Factor 基于确定性因子的情绪智能在独立幸福感管理中的应用

2021 4th International Conference of Computer and Informatics Engineering (IC2IE) Pub Date : 2021-09-14 DOI: 10.1109/ic2ie53219.2021.9649203

D. Liliana, Iklima Ermis Ismail, Ayu Rosyida Zain, Siti Sarah Balgis

{"title":"Emotion Intelligent Application for Independent Wellbeing Management using Certainty Factor","authors":"D. Liliana, Iklima Ermis Ismail, Ayu Rosyida Zain, Siti Sarah Balgis","doi":"10.1109/ic2ie53219.2021.9649203","DOIUrl":"https://doi.org/10.1109/ic2ie53219.2021.9649203","url":null,"abstract":"According to the Indonesian National Research Master Plan, Indonesia is currently facing strong challenges in the field of public health, particularly mental health. Especially during the Covid-19 pandemic where there are many problems with emotional disorders that can threaten physical and behavioral health. Emotion health during a pandemic need to be maintained. The problem is that the lack of access and restrictions in consulting a psychologist makes it difficult for people to understand and recognize their emotions which will adversely affect their life and their decision making. To overcome this problem, in this study an expert system-based Certainty Factor (CF) method was built to recognize emotions. The method used the belief value and knowledge-based acquired from reference books as well as a psychologist expert. Implemented as a mobile application, made it easier for user to access it through their smart phones. The CF method was able to run in accordance with functional requirements and produced expected results. Based on the test results, the expert system to recognize emotions using the Certainty Factor method has worked with an accuracy rate of 92.31% on the test data.","PeriodicalId":178443,"journal":{"name":"2021 4th International Conference of Computer and Informatics Engineering (IC2IE)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121176452","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

Coordination Optimization of Directive Current Release Due To Added Electricity in The Distribution Network Using ANFIS 基于ANFIS的配电网增电量指令电流释放协调优化

2021 4th International Conference of Computer and Informatics Engineering (IC2IE) Pub Date : 2021-09-14 DOI: 10.1109/ic2ie53219.2021.9649415

Y. Siregar, Z. Pane, Abed Vincentius Pakpahan

{"title":"Coordination Optimization of Directive Current Release Due To Added Electricity in The Distribution Network Using ANFIS","authors":"Y. Siregar, Z. Pane, Abed Vincentius Pakpahan","doi":"10.1109/ic2ie53219.2021.9649415","DOIUrl":"https://doi.org/10.1109/ic2ie53219.2021.9649415","url":null,"abstract":"The addition of Distributed Generation (DG) to the distribution network can change the condition of the load flow direction. Directional overcurrent relays are reliable protective equipment in protecting systems with variable load flow directions. Previously, research has been carried out to optimize the coordination of directed overcurrent relays using the Differential Evolution (DE), Genetic Algorithm (GA), Artificial Immune System (AIS), and AntLion Optimizer (ALO) methods. In this study, using the Adaptive Neuro-Fuzzy Inference System (ANFIS) method using the MATLAB program, the time values and TMS (Time Multiple Setting) are obtained to applied in directional overcurrent relays on the IEEE 30 Bus system. From this study, the percentage of total operating time error on the results of manual calculations in near-end conditions with the ANFIS method is -0.043% more optimal than the DE, GA, AIS, and ALO methods. In the far-end condition, the percentage of error using the ANFIS method is -2.406%, which is more optimal than the DE, GA, AIS, and ALO methods.","PeriodicalId":178443,"journal":{"name":"2021 4th International Conference of Computer and Informatics Engineering (IC2IE)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129243867","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

Impact of Changing Scope and Customer Involvement to Perceived Benefit 变更范围和顾客参与对感知利益的影响

2021 4th International Conference of Computer and Informatics Engineering (IC2IE) Pub Date : 2021-09-14 DOI: 10.1109/ic2ie53219.2021.9649115

F. Rachmawati, Bobby Suryajaya, B. Hardian

引用次数: 0

Self-Attention Mechanism of RoBERTa to Improve QAS for e-health Education RoBERTa自关注机制改进电子健康教育QAS

2021 4th International Conference of Computer and Informatics Engineering (IC2IE) Pub Date : 2021-09-14 DOI: 10.1109/ic2ie53219.2021.9649363

W. Suwarningsih, Raka Aditya Pratama, Fadhil Yusuf Rahadika, Mochamad Havid Albar Purnomo

{"title":"Self-Attention Mechanism of RoBERTa to Improve QAS for e-health Education","authors":"W. Suwarningsih, Raka Aditya Pratama, Fadhil Yusuf Rahadika, Mochamad Havid Albar Purnomo","doi":"10.1109/ic2ie53219.2021.9649363","DOIUrl":"https://doi.org/10.1109/ic2ie53219.2021.9649363","url":null,"abstract":"This paper aims to discuss about the establishment of a health education system in the form of a Question Answer System (QAS) related to the current COVID-19 pandemic. QAS allows users to state information needs in the form of natural language questions, and then this system will return short text quotes or sentence phrases as answers. This is due to the tendency for recipients of information to more easily understand news/information when they can answer questions that may arise in their minds. The approach used was self-attention mechanism such as a Robustly Optimized BERT Pretraining Approach (RoBERTa), a method for question answering with span-based training that predicting the starting limit for answer start and the end limit for the answer index. The final results using 835 non-description questions, the best evaluation value on the training data showed the exact match of 91.7% and F1 value of 93.3%. RoBERTa tends to show the better results on non- description questions or questions with short answers compared to the description questions with complex answers.","PeriodicalId":178443,"journal":{"name":"2021 4th International Conference of Computer and Informatics Engineering (IC2IE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116294619","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

Educational Data Mining: Analyzing Teacher Behavior based Student's Performance 教育数据挖掘:基于学生表现的教师行为分析

2021 4th International Conference of Computer and Informatics Engineering (IC2IE) Pub Date : 2021-09-14 DOI: 10.1109/ic2ie53219.2021.9649366

L. Muhammed

{"title":"Educational Data Mining: Analyzing Teacher Behavior based Student's Performance","authors":"L. Muhammed","doi":"10.1109/ic2ie53219.2021.9649366","DOIUrl":"https://doi.org/10.1109/ic2ie53219.2021.9649366","url":null,"abstract":"The useful information is an expensive and import resource for decision support. The getting of it empowering the institution decisions. While data mining is emerging field that can provide the techniques, producing the useful information from the raw data that available. However educational data mining can provide this information cheaply through mining huge data that are produced from different educational activities in academic institutions. More descriptive and predictive information with different aspects can be obtained; behavior of examiner in evaluating the student performance is one of them and has important role in analyzing the course and its lecture. This paper was conducted in this field, it aims to study the performance of students according to the teacher also to the course level in order to detect abnormal behavior of teacher in evaluating his students. The materials would be used in this work is clustering task; one of the data mining. It was used as a tool for describing his behavior by grouping individuals. The data that was supplied from case study, was constructed in simulation from Iraqi's university system, degrees of students in each course, then was transformed to statistical features such as minimum, maximum, standard deviation. So each course was identified by these feature and passed to kmeans algorithm for clustering. The results reveal significant bias to behavior teacher in evaluating the student, however the features of course for specific teacher grouped in most of time for the same cluster, in the same time there is bias to the level and semester that course belong. This work can be extended with large data and more courses that enable for better results. Also there is a chance for more analysis in different aspects of academic interest fields and another data mining tasks with different techniques.","PeriodicalId":178443,"journal":{"name":"2021 4th International Conference of Computer and Informatics Engineering (IC2IE)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126018806","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

Virtual Assistant Prototype for Property Sales 房地产销售虚拟助理原型

2021 4th International Conference of Computer and Informatics Engineering (IC2IE) Pub Date : 2021-09-14 DOI: 10.1109/ic2ie53219.2021.9649238

Arya Sanjaya, H. Santoso

{"title":"Virtual Assistant Prototype for Property Sales","authors":"Arya Sanjaya, H. Santoso","doi":"10.1109/ic2ie53219.2021.9649238","DOIUrl":"https://doi.org/10.1109/ic2ie53219.2021.9649238","url":null,"abstract":"Artificial Intelligence technology, especially digital language processing, can be used to develop a prototype of the Virtual Sales Assistant in Property Project’s House Show Unit which aims to help improve the sales process. Google Dialogflow applied intelligence technology was used to build this Virtual Assistant with complete features and abundant information base processing capabilities. However, to speed up the Virtual Assistant development, the knowledge base of project could be intensively being used. The use of the information base is adjusted to the advanced parameters of the Conversation Agent development by creation of Persona, Information Availability, and Question Models. The Virtual Assistant outputs in the form of a text and voice conversation bot. The use of the information base results in relatively quick and easy prototyping with accurate recognition of text and voice conversations. The accuracy of speech recognition based on text and voice also depends on setting the dependency of the prototype on the information base, the completeness of the data from the information base, and the conversational language library. Virtual Assistant for House Show Unit in property sales can be created easily and quickly using the available information base and the use of artificial intelligence-based prototypes can be extended to commercial models and other fields.","PeriodicalId":178443,"journal":{"name":"2021 4th International Conference of Computer and Informatics Engineering (IC2IE)","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124491458","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