Tech-E最新文献 - Book学术

CLUSTERING ANALYSIS OF ADMISSION OF NEW STUDENTS USING K-MEANS CLUSTERING AND K-MEDOIDS ALGORITHMS TO INCREASE CAMPUS MARKETING POTENTIAL 利用k-means聚类和k-medoids算法对新生录取进行聚类分析，以增加校园营销潜力

Tech-E Pub Date : 2023-08-29 DOI: 10.31253/te.v7i1.2264

Hasan Amin

{"title":"CLUSTERING ANALYSIS OF ADMISSION OF NEW STUDENTS USING K-MEANS CLUSTERING AND K-MEDOIDS ALGORITHMS TO INCREASE CAMPUS MARKETING POTENTIAL","authors":"Hasan Amin","doi":"10.31253/te.v7i1.2264","DOIUrl":"https://doi.org/10.31253/te.v7i1.2264","url":null,"abstract":"Acceptance of new students is a very important activity for a high school or university. The admissions data has not been utilized by the campus in making strategic decisions, marketing potential, and considering invitations through academic admissions. So, to assist in processing the new student admissions data, in this study the design and analysis of new student admissions data was carried out using stages in data mining. The clustering method approach can be applied in analyzing the potential level of PMB quality produced by utilizing the PMB recording dataset for the 2023 period. 86 data records. The K-Means and K-Medoids algorithm models that are applied have results that show a new insight, namely grouping based on 2 clusters, cluster 1 (C0) is a pass category while cluster 2 (C1) has not been determined. The results of the K-Medoids algorithm which has cluster 1 (C0) 60 results, cluster 2 (C1) has 26 results is a potential pass of 60 and has not yet been determined 26 of the data tested 86 while the results of the K-Means cluster 1 algorithm (C0) 40 , cluster 2 ( C1 ) 46 is a potential pass consisting of 40 and 46 undetermined data from the 86 datasets tested. Testing using the RapidMiner Studio application can also produce similar insights, namely each cluster has Davies Bouldin Index or DBI results from each K-Means and K-Medoids algorithm. K-Means has a Davies Bouldin Index result of -0.533 while K-Medoids has a Davies Bouldin Index result of -0.877","PeriodicalId":183093,"journal":{"name":"Tech-E","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128484471","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

Singme Music Entertainment Services Marketing Information System with Content-Based Filtering Method and TAM Testing 基于内容过滤方法和TAM测试的Singme音乐娱乐服务营销信息系统

Tech-E Pub Date : 2023-08-28 DOI: 10.31253/te.v7i1.1500

Benny Daniawan, Ivander Darmawan

{"title":"Singme Music Entertainment Services Marketing Information System with Content-Based Filtering Method and TAM Testing","authors":"Benny Daniawan, Ivander Darmawan","doi":"10.31253/te.v7i1.1500","DOIUrl":"https://doi.org/10.31253/te.v7i1.1500","url":null,"abstract":"With the times, the website used as marketing and sales media, which developed into E-Commerce. In 2019, there was 16,277 businesses used the E-Commerce concept, and also the value of Gross Domestic Product (GDP) was about 5.07%. Furthermore, because of the Coronavirus Disease (COVID) pandemic, the GDP decreased to -2.07% In 2020 and even impacted 10 out of 17 business sectors. Music entertainment business was also impacted by the pandemic, because during the pandemic, the government restricted certain public activities. Therefore, this system named Singme will help singers or music groups to market their services and provide related information for the public. Searching the services in Singme will be assisted by using Content-Based Filtering (CBF) method, it will give the recommendations of the services which have correlations with the keywords. Using Technology Acceptance Model (TAM) to test 122 feedback data about Singme with SmartPLS application v3.2.9. As the results, all hypotheses are acceptable because each t-statistic value > t-table value (1.981), and also each p-value < 0.05. Which PEOU influences PU by 34.3%, PU and POEU influence ATU by 50.7%, PU and ATU influence BITU by 56.1%, and BITU influences ASU by 52.3%.","PeriodicalId":183093,"journal":{"name":"Tech-E","volume":"188 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121848985","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

Sentiment Analysis of Comments on Instagram Posts of Indonesia's 2024 Presidential Candidates Using The Support Vector Machine Method 基于支持向量机的印尼2024年总统候选人Instagram评论情感分析

Tech-E Pub Date : 2023-08-28 DOI: 10.31253/te.v7i1.2289

Alqis Rausanfita, Arip Ramadan, Muhammad Dzulfikar Fauzi, Qori Emalia, Putri Mafidah, Emilia Ramona, Yudha Mahardika Putra

引用次数: 0

IOT-Based Hydrogen Sulfide Monitoring at PT. Pertamina Geothermal Energy on Lumut Balai Area luut Balai地区PT. Pertamina地热能硫化氢物联网监测

Tech-E Pub Date : 2023-08-28 DOI: 10.31253/te.v7i1.2287

Rahmat Novrianda Dasmen, Muhammad Adrian Saputra

{"title":"IOT-Based Hydrogen Sulfide Monitoring at PT. Pertamina Geothermal Energy on Lumut Balai Area","authors":"Rahmat Novrianda Dasmen, Muhammad Adrian Saputra","doi":"10.31253/te.v7i1.2287","DOIUrl":"https://doi.org/10.31253/te.v7i1.2287","url":null,"abstract":"Geothermal Power Plants produce electricity energy from geothermal sources found in geothermal wells. Inside the geothermal well there is H2S content which is a toxic gas that can cause death to humans when human exposed the H2S content for 500-700 ppm within 30-60 minutes. Based on several literacies, in this research, H2S sensor type MQ-136 was used to monitoring H2S content in the geothermal environment. The Internet of Things system is used to read data parameters as a tool to display PPM values on the LCD of the transmitter and receiver device, as well as Adafruit IO website for reading parameter sensor data.. To transmit data from the transmitter to the receiver, Lora Ra-01 AI Thinker is used. The focus of this research is to be able to remotely monitor H2S content through the Adafruit IO website, the highest data was read is 0.54 ppm and the lowest at 0 ppm. This equipment will give \"BHY\" signal on the LCD display on the transmitter and from the Adafruit IO website it will send a notification \"hazard of high ppm H2S\" to mobile phones who installed IFTTT application if the H2S concentration was read for 10 ppm or higher, so that workers avoid being exposed to high concentrations of H2S when they want to monitor the parameters in the Geothermal well area.","PeriodicalId":183093,"journal":{"name":"Tech-E","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123880688","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

Online Learning Service Application Using Flutter Framework and Laravel 使用Flutter框架和Laravel的在线学习服务应用

Tech-E Pub Date : 2022-08-24 DOI: 10.31253/te.v6i1.1436

Yusuf Kurnia

引用次数: 0

Decision Support System Scholarship Using Profile Matching 使用档案匹配的决策支持系统奖学金

Tech-E Pub Date : 2022-08-24 DOI: 10.31253/te.v6i1.1468

Ardiane Rossi Kurniawan Maranto, Suwitno Suwitno, Andri Wijaya

引用次数: 0

Decision Support System for The Provision of Umrah Packages with AHP and MOORA Methods 基于AHP和MOORA方法的朝觐套餐提供决策支持系统

Tech-E Pub Date : 2022-08-24 DOI: 10.31253/te.v6i1.1448

Naurah Huwaida

{"title":"Decision Support System for The Provision of Umrah Packages with AHP and MOORA Methods","authors":"Naurah Huwaida","doi":"10.31253/te.v6i1.1448","DOIUrl":"https://doi.org/10.31253/te.v6i1.1448","url":null,"abstract":"The COVID-19 pandemic had a major influence that forces several business entities in various types of sectors to take various ways in order to maintain business continuity. This is no exception also affects business entities in the tourism sector. Travel restrictions during this pandemic have an impact on the sales of conventional travel agents. However, that doesnâ€™t mean that conventional travel agents just disappear. Several travel agents can still exist, one of them is Bella Hamed Tour, which is a travel agent for Umrah. The qualified service they have all this time has made Bella Hamed Tour earn the trust of consumers, even in the midst of pandemic. However, the pandemic situation also makes Bella Hamed Tour need to make adjustments in making Umrah packages that required to be planned through consideration of the best decisions. Therefore, a decision support system is needed to assist the management of Bella Hamed Tour quickly arrange the Umrah package. The method applied in the decision support system is the Analytical Hierarchy Process (AHP) for weighting the criteria and Multi-Objective Optimization on the basis of Ratio Analysis (MOORA) for ranking the results of the decision selection. Making a decision support system executed in form of a website. \u0000 ","PeriodicalId":183093,"journal":{"name":"Tech-E","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124712099","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

Collaborative E-Learning for Tangerang Vocational High School 橘子职业中学协同电子学习

Tech-E Pub Date : 2022-08-24 DOI: 10.31253/te.v6i1.1770

Didi Kurnaedi, Setyawan Widyarto, Saliyah Kahar

引用次数: 0

Sistem informasi BUMDes Mukti Bersama BUMDes Mukti信息系统

Tech-E Pub Date : 2022-08-24 DOI: 10.31253/te.v6i1.1478

M. Arifin, Agnes Novita

引用次数: 0

Does Quality Management in e-Learning System Improve lecturer performance in higher education? e-Learning系统中的质量管理是否能提高高等教育讲师的绩效?

Tech-E Pub Date : 2022-08-24 DOI: 10.31253/te.v6i1.1477

L. Muharlisiani, Siti Bariroh, W. Mulawarman, R. W. Inti

{"title":"Does Quality Management in e-Learning System Improve lecturer performance in higher education?","authors":"L. Muharlisiani, Siti Bariroh, W. Mulawarman, R. W. Inti","doi":"10.31253/te.v6i1.1477","DOIUrl":"https://doi.org/10.31253/te.v6i1.1477","url":null,"abstract":"Reason: The connection between Quality Management in e-Learning Systems and instructor execution draws a legitimate concern for specialists. It has not gotten critical consideration in the examination area of instructive administration up to this point. This paper intends to precisely examine the effect of Quality Management in e-Learning Systems on teacher execution in advanced education. Assessment and standards of value on the board and strategic exercises of e-learning frameworks. Satisfaction of criteria incorporates: 1) creative collaboration of the educational experience; 2) the e-growing experience (ELE); 3) connection innovation among educators and understudies; 4) ELE learning plan. The utilization of innovation gives a valuable chance to control understudy advancement during mentally and educationally versatile learning. It awards opportunities for learning, instructive change, and the nature of the information. It adds to the arrangement of expert abilities and fortifies acquiring direction. Discoveries express that Quality Management in e-Learning Systems in scholarly rankings altogether influences speaker execution. Portraying the association of instructors in instructive dynamic works on the exhibition of speakers and their associations. Among every segment variable, just scholastics fundamentally influence the presentation of teachers. Research suggestions expect the award framework and execution evaluation factors to impact the connection between Quality Management in e-Learning Systems and teacher execution. The exploration discoveries trust that the Indonesian government will promptly layout a Quality Management in the e-Learning System to work with better-quality execution in Indonesian advanced education. Innovation: Quality Management in e-Learning System is a device to adjust the association's vision and speaker execution objectives. The higher the degree of teacher interest in Quality Management in e-Learning Systems, the higher speakers' responsibility to the association's vision","PeriodicalId":183093,"journal":{"name":"Tech-E","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116944841","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