首页 > 最新文献

IJNMT (International Journal of New Media Technology)最新文献

英文 中文
Sentiment Analysis About Indonesian Lawyers Club Television Program Using K-Nearest Neighbor, Naïve Bayes Classifier, And Decision Tree 基于k近邻、Naïve贝叶斯分类器和决策树的印尼律师俱乐部电视节目情感分析
Pub Date : 2021-06-27 DOI: 10.31937/ijnmt.v8i1.1965
Nico Nathanael Wilim, R. Oetama
Indonesia Lawyers Club (ILC) is a talk show on TVOne that discusses topics around public phenomena, legal issues, crime, and other similar topics. In 2018, ILC won the Panasonic Gobel Awards as the best news talk show program. But in 2019, ILC failed to win the award which was won by Mata Najwa which featured a talk show event that appeared on Trans7. As one of the television shows that has won awards, ILC has pros and cons for its shows from the public. This study applies a sentiment analysis approach to examine public opinion on Twitter about Mata Najwa and ILC in 2018 and 2019. This study applies K-Nearest Neighbor, Naïve Bayes Classifier, and Decision Tree classification algorithm to validate the result. The contribution of this study is to show that public opinion on Twitter can be examined to figure out community sentiment on a tv talk show as well as to confirm the Award winner of tv Talkshow.   Index Terms—datamining; Decision Tree; K-NN; Naïve Bayes Classifier; sentiment analysis
印尼律师俱乐部(ILC)是TVOne的脱口秀节目,讨论公共现象、法律问题、犯罪等话题。2018年,ILC获得松下戈贝尔奖最佳新闻脱口秀节目奖。但在2019年,ILC未能赢得由Mata Najwa赢得的奖项,该奖项在Trans7上播出了一个脱口秀节目。作为屡获殊荣的电视节目之一,《ILC》在公众面前的表现有利有弊。本研究采用情感分析方法,研究了2018年和2019年推特上关于Mata Najwa和ILC的公众舆论。本研究采用k -最近邻、Naïve贝叶斯分类器和决策树分类算法对结果进行验证。本研究的贡献在于表明,Twitter上的民意可以通过调查来了解电视脱口秀节目的社区情绪,并确定电视脱口秀节目的获奖者。指数Terms-datamining;决策树;事例;Naïve贝叶斯分类器;情绪分析
{"title":"Sentiment Analysis About Indonesian Lawyers Club Television Program Using K-Nearest Neighbor, Naïve Bayes Classifier, And Decision Tree","authors":"Nico Nathanael Wilim, R. Oetama","doi":"10.31937/ijnmt.v8i1.1965","DOIUrl":"https://doi.org/10.31937/ijnmt.v8i1.1965","url":null,"abstract":"Indonesia Lawyers Club (ILC) is a talk show on TVOne that discusses topics around public phenomena, legal issues, crime, and other similar topics. In 2018, ILC won the Panasonic Gobel Awards as the best news talk show program. But in 2019, ILC failed to win the award which was won by Mata Najwa which featured a talk show event that appeared on Trans7. As one of the television shows that has won awards, ILC has pros and cons for its shows from the public. This study applies a sentiment analysis approach to examine public opinion on Twitter about Mata Najwa and ILC in 2018 and 2019. This study applies K-Nearest Neighbor, Naïve Bayes Classifier, and Decision Tree classification algorithm to validate the result. The contribution of this study is to show that public opinion on Twitter can be examined to figure out community sentiment on a tv talk show as well as to confirm the Award winner of tv Talkshow. \u0000  \u0000Index Terms—datamining; Decision Tree; K-NN; Naïve Bayes Classifier; sentiment analysis","PeriodicalId":110831,"journal":{"name":"IJNMT (International Journal of New Media Technology)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126951119","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
The Right Sentiment Analysis Method of Indonesian Tourism in Social Media Twitter 社交媒体Twitter中印尼旅游的正确情感分析方法
Pub Date : 2020-12-28 DOI: 10.31937/IJNMT.V7I2.1732
Cristian Steven, Wella Wella
The growth of social media is changing the way humans communicate with each other, many people use social media such as Twitter to express opinions, experiences and other things that concern them, where things like this are often referred to as sentiments. The concept of social media is now the focus of business people to find out people's sentiments about a product or place that will become a business. Sentiment Analysis or often also called opinion mining is a computational study of people's opinions, appraisal, and emotions through entities, events and attributes owned. Sentiment analysis itself has recently become a popular topic for research because sentiment analysis can be applied in many industrial sectors, one of which is the tourism industry in Indonesia. To be able to do a sentiment analysis requires mastery of several techniques such as techniques for doing text mining, machine learning and natural language processing (NLP) to be able to process large and unstructured data coming from social media. Some methods that are often used include Naive Bayes, Neural Networks, K-Nearest Neighbor, Support Vector Machines, and Decision Tree. Because of this, this research will compare these four algorithms so that an algorithm can be used to analyze people's sentiments towards the city of Bali.
社交媒体的发展正在改变人类彼此交流的方式,许多人使用社交媒体,如Twitter来表达意见,经验和其他与他们有关的事情,其中这样的事情通常被称为情绪。社交媒体的概念现在是商业人士关注的焦点,以了解人们对一个产品或一个地方的看法,这些产品或地方将成为一项业务。情感分析或通常也称为意见挖掘是通过实体,事件和拥有的属性对人们的意见,评估和情绪进行计算研究。情绪分析本身最近成为一个热门的研究课题,因为情绪分析可以应用于许多工业部门,其中之一是印度尼西亚的旅游业。为了能够进行情感分析,需要掌握几种技术,例如文本挖掘、机器学习和自然语言处理(NLP)技术,以便能够处理来自社交媒体的大型非结构化数据。常用的方法包括朴素贝叶斯、神经网络、k近邻、支持向量机和决策树。正因为如此,本研究将比较这四种算法,以便一种算法可以用来分析人们对巴厘岛城市的情绪。
{"title":"The Right Sentiment Analysis Method of Indonesian Tourism in Social Media Twitter","authors":"Cristian Steven, Wella Wella","doi":"10.31937/IJNMT.V7I2.1732","DOIUrl":"https://doi.org/10.31937/IJNMT.V7I2.1732","url":null,"abstract":"The growth of social media is changing the way humans communicate with each other, many people use social media such as Twitter to express opinions, experiences and other things that concern them, where things like this are often referred to as sentiments. The concept of social media is now the focus of business people to find out people's sentiments about a product or place that will become a business. Sentiment Analysis or often also called opinion mining is a computational study of people's opinions, appraisal, and emotions through entities, events and attributes owned. Sentiment analysis itself has recently become a popular topic for research because sentiment analysis can be applied in many industrial sectors, one of which is the tourism industry in Indonesia. To be able to do a sentiment analysis requires mastery of several techniques such as techniques for doing text mining, machine learning and natural language processing (NLP) to be able to process large and unstructured data coming from social media. Some methods that are often used include Naive Bayes, Neural Networks, K-Nearest Neighbor, Support Vector Machines, and Decision Tree. Because of this, this research will compare these four algorithms so that an algorithm can be used to analyze people's sentiments towards the city of Bali.","PeriodicalId":110831,"journal":{"name":"IJNMT (International Journal of New Media Technology)","volume":"254 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131877781","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
Decision Support System for Home Selection in South Tangerang City Using TOPSIS Method 基于TOPSIS方法的坦格朗市南部住宅选择决策支持系统
Pub Date : 2020-12-28 DOI: 10.31937/IJNMT.V7I2.1300
Haris Widjaja, Ririn Ikana Desanti
The desire to have a dream house makes people consider of the criteria of the house they will be lived. Many developers offer a variety of house alternatives ranging from price, location, design, building area and land area. Customers are pleased to choose their dream house as their desired. Based on that situation, this research is conduct to create a web-bases application for home selection that consider the useful criteria to help consumers choose a decent home by using the Technique for Order of Preference by Similarity To Ideal Solution (TOPSIS) method. The TOPSIS method has the concept that the best alternative has the shortest distance from a positive ideal solution and also has the farthest distance from a negative ideal solution. This TOPSIS method is applied to provide recommendations on the choice of home decisions in the South Tangerang area based on predetermined criteria. The results obtained in the TOPSIS calculation are the housing recommendations that are closest to the value of the calculation result.
拥有梦想之家的愿望使人们考虑他们将要居住的房子的标准。许多开发商从价格、位置、设计、建筑面积和土地面积等方面提供各种住房选择。客户很高兴选择他们梦想中的房子,因为他们的愿望。基于这种情况,本研究的目的是创建一个基于网络的家庭选择应用程序,该应用程序考虑了有用的标准,以帮助消费者选择一个体面的家庭,并使用TOPSIS(相似于理想解决方案)方法的偏好顺序技术。TOPSIS方法的概念是,最佳方案与正理想解的距离最短,与负理想解的距离也最远。应用TOPSIS方法,根据预先确定的标准,为南坦格朗地区的住房选择提供建议。TOPSIS计算得到的结果是最接近计算结果值的住房推荐。
{"title":"Decision Support System for Home Selection in South Tangerang City Using TOPSIS Method","authors":"Haris Widjaja, Ririn Ikana Desanti","doi":"10.31937/IJNMT.V7I2.1300","DOIUrl":"https://doi.org/10.31937/IJNMT.V7I2.1300","url":null,"abstract":"The desire to have a dream house makes people consider of the criteria of the house they will be lived. Many developers offer a variety of house alternatives ranging from price, location, design, building area and land area. Customers are pleased to choose their dream house as their desired. Based on that situation, this research is conduct to create a web-bases application for home selection that consider the useful criteria to help consumers choose a decent home by using the Technique for Order of Preference by Similarity To Ideal Solution (TOPSIS) method. The TOPSIS method has the concept that the best alternative has the shortest distance from a positive ideal solution and also has the farthest distance from a negative ideal solution. This TOPSIS method is applied to provide recommendations on the choice of home decisions in the South Tangerang area based on predetermined criteria. The results obtained in the TOPSIS calculation are the housing recommendations that are closest to the value of the calculation result.","PeriodicalId":110831,"journal":{"name":"IJNMT (International Journal of New Media Technology)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133007273","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: 3
Critical Success Factors of Knowledge Management in Higher Education Institution 高等院校知识管理成功的关键因素
Pub Date : 2020-12-28 DOI: 10.31937/IJNMT.V7I2.1761
C. Haryani, Suryasari Suryasari
Knowledge Management (KM) has become an integral factor for many organizations to achieve their goals. Currently, Higher Education Institutions (HEI), have also joined the practices of KM, to enhance the institution’s quality, boosting the effectiveness, developing human resource, and constructing the knowledge culture within the institution. The aim of this study is to observe the constructed Critical Success Factor (CSF) model affecting the implementation of KM. This study follows Kitchenham’s Systematic Literature Review (SLR) procedures from 15 eligible journal articles obtained through KM related literature. The results, analysis, and discussions are elaborated in the paper.
知识管理(KM)已成为许多组织实现其目标的一个不可或缺的因素。目前,高等院校也纷纷加入知识管理的实践,以提高学校的质量,提高学校的效益,开发人力资源,建设学校的知识文化。本研究的目的是观察构建的关键成功因素(CSF)模型对知识管理实施的影响。本研究遵循Kitchenham的系统文献回顾(SLR)程序,从15篇符合条件的期刊文章中获得与知识管理相关的文献。本文对结果、分析和讨论进行了详细阐述。
{"title":"Critical Success Factors of Knowledge Management in Higher Education Institution","authors":"C. Haryani, Suryasari Suryasari","doi":"10.31937/IJNMT.V7I2.1761","DOIUrl":"https://doi.org/10.31937/IJNMT.V7I2.1761","url":null,"abstract":"Knowledge Management (KM) has become an integral factor for many organizations to achieve their goals. Currently, Higher Education Institutions (HEI), have also joined the practices of KM, to enhance the institution’s quality, boosting the effectiveness, developing human resource, and constructing the knowledge culture within the institution. The aim of this study is to observe the constructed Critical Success Factor (CSF) model affecting the implementation of KM. This study follows Kitchenham’s Systematic Literature Review (SLR) procedures from 15 eligible journal articles obtained through KM related literature. The results, analysis, and discussions are elaborated in the paper.","PeriodicalId":110831,"journal":{"name":"IJNMT (International Journal of New Media Technology)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124482005","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
ADS-B Performance Monitoring and Potential Electromagnetic Interference ADS-B性能监测与潜在电磁干扰
Pub Date : 2020-12-28 DOI: 10.31937/IJNMT.V7I2.1580
Reza Septiawan, I. M. Astawa, Siswahyudi Azhari, Widrianto Sih Pinastiko, Nashrullah Taufik, A. Rufiyanto, Rizky Rahmatullah
The integration of unmanned aircraft systems (UAS) into the air traffic management will be very demanding. Surveillance equipments based on Automatic Dependent Surveillance-Broadcast (ADS-B) contribute a significant role for maintaining separations between both UAS and aircraft in order to maintain the requirements of aviation safety and airspace integrity. Performance analysis of ADS-B equipments related to signal quality and potential Electromagnetic/Radio Frequency Interference is very important to mitigate the failure risk in air traffic management. This paper discuss performance test analysis of ADS-B based surveillance equipments related to the most importance performance parameter namely the continuous reception of messages in terms of message drops and probability of update interval message receptions. Another performance test related to electromagnetic emission of ADS-B based surveillance equipments is conducted in order to mitigate potential RF interferences.
无人驾驶飞机系统(UAS)集成到空中交通管理将是非常苛刻的。基于广播自动相关监视(ADS-B)的监视设备在保持无人机与飞机之间的距离以维护航空安全和空域完整性要求方面发挥着重要作用。ADS-B设备的性能分析与信号质量和潜在的电磁/射频干扰有关,对于降低空中交通管理中的故障风险非常重要。本文从报文丢失率和报文接收更新间隔概率两个方面,对基于ADS-B的监控设备最重要的性能参数即报文的连续接收进行了性能测试分析。为了减少潜在的射频干扰,对基于ADS-B的监视设备进行了另一项与电磁发射相关的性能测试。
{"title":"ADS-B Performance Monitoring and Potential Electromagnetic Interference","authors":"Reza Septiawan, I. M. Astawa, Siswahyudi Azhari, Widrianto Sih Pinastiko, Nashrullah Taufik, A. Rufiyanto, Rizky Rahmatullah","doi":"10.31937/IJNMT.V7I2.1580","DOIUrl":"https://doi.org/10.31937/IJNMT.V7I2.1580","url":null,"abstract":"The integration of unmanned aircraft systems (UAS) into the air traffic management will be very demanding. Surveillance equipments based on Automatic Dependent Surveillance-Broadcast (ADS-B) contribute a significant role for maintaining separations between both UAS and aircraft in order to maintain the requirements of aviation safety and airspace integrity. Performance analysis of ADS-B equipments related to signal quality and potential Electromagnetic/Radio Frequency Interference is very important to mitigate the failure risk in air traffic management. This paper discuss performance test analysis of ADS-B based surveillance equipments related to the most importance performance parameter namely the continuous reception of messages in terms of message drops and probability of update interval message receptions. Another performance test related to electromagnetic emission of ADS-B based surveillance equipments is conducted in order to mitigate potential RF interferences.","PeriodicalId":110831,"journal":{"name":"IJNMT (International Journal of New Media Technology)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132361249","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
Is Co-working Increase Survivability? Study on how Collaborating and Networking Facilitates Open Innovation Process for Startups 联合办公能提高生存能力吗?协作与网络如何促进创业公司的开放式创新过程研究
Pub Date : 2020-12-28 DOI: 10.31937/IJNMT.V7I1.1288
E. Lestari
Startups, as they are bounded to their liabilities of newness and smallness, need to collaborate extensively with their external partners through the open innovation process. This study aims to depict Co-working space's pivotal role in building up a working innovation ecosystem that facilitates open innovation for startups. To get a more deep understanding of the phenomena, this study used an exploratory study based on three case studies of Co-working spaces operated in the Jakarta region. The study shows that the open innovation process among startups is not naturally existed, but instead, it is purposefully designed by the role of a community manager who acts as the ecosystem catalyst. The community manager becomes the ecosystem enablers that facilitate the networking process by connecting members. As a result, these activities will help the emerging of mutual connection and collaboration processes among members that empower open innovation among startups members. The multiple-case design makes the study conclusions might be difficult to generalize. Future research, including quantitative studies, will help the conclusions examination and the knowledge enrichment of start-ups' open innovation process. This paper will enrich the knowledge concerning how Co-working spaces member seizing opportunities that lead to the open innovation process.
由于初创公司的责任局限于其新颖性和规模小,因此需要通过开放式创新过程与外部合作伙伴进行广泛合作。本研究旨在描述联合办公空间在建立工作创新生态系统、促进创业公司开放式创新方面的关键作用。为了更深入地理解这一现象,本研究采用了基于雅加达地区联合办公空间运营的三个案例的探索性研究。研究表明,创业公司之间的开放式创新过程不是自然存在的,而是社区管理者作为生态系统催化剂有目的地设计的。社区管理者成为生态系统的推动者,通过连接成员来促进网络进程。因此,这些活动将有助于成员之间的相互联系和协作过程的出现,从而使初创成员之间的开放式创新成为可能。多病例设计使得研究结论可能难以概括。未来的研究,包括定量研究,将有助于对创业公司开放式创新过程的结论检验和知识丰富。本文将丰富关于联合办公空间成员如何抓住导致开放式创新过程的机会的知识。
{"title":"Is Co-working Increase Survivability? Study on how Collaborating and Networking Facilitates Open Innovation Process for Startups","authors":"E. Lestari","doi":"10.31937/IJNMT.V7I1.1288","DOIUrl":"https://doi.org/10.31937/IJNMT.V7I1.1288","url":null,"abstract":"Startups, as they are bounded to their liabilities of newness and smallness, need to collaborate extensively with their external partners through the open innovation process. This study aims to depict Co-working space's pivotal role in building up a working innovation ecosystem that facilitates open innovation for startups. To get a more deep understanding of the phenomena, this study used an exploratory study based on three case studies of Co-working spaces operated in the Jakarta region. The study shows that the open innovation process among startups is not naturally existed, but instead, it is purposefully designed by the role of a community manager who acts as the ecosystem catalyst. The community manager becomes the ecosystem enablers that facilitate the networking process by connecting members. As a result, these activities will help the emerging of mutual connection and collaboration processes among members that empower open innovation among startups members. The multiple-case design makes the study conclusions might be difficult to generalize. Future research, including quantitative studies, will help the conclusions examination and the knowledge enrichment of start-ups' open innovation process. This paper will enrich the knowledge concerning how Co-working spaces member seizing opportunities that lead to the open innovation process.","PeriodicalId":110831,"journal":{"name":"IJNMT (International Journal of New Media Technology)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131663079","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: 3
Recommendation System for Determining Micro, Small and Medium Enterprise Business Locations 中小微企业选址推荐系统
Pub Date : 2020-12-28 DOI: 10.31937/IJNMT.V7I2.1499
E. B. Setiawan, A. Setiyadi, Wildan Agung Prakoso
From entreprenurship perspective, determining the right business location is, of course, will become a significant factor for the business's growth in the future. Therefore, a system to facilitate prospective and strategic business locations, for achieving the right selling targets is sure needed. Android mobile based system with GPS technology features can make it easier to determine business location. In our application, we try to tackle this problem by using Simple Additive Weighting (SAW). We took several criteria for strategic business location decision making in our SAW implementation, which comprehend of rental rates, accessibility, location crowd, target market, security, and the number of competitors. Then, by evaluating the finished application, we concluded that the development of an application for Micro, Small and Medium Enterprises (MSMEs) recommendations is to facilitate prospective entrepreneurs to determine a strategic business location to build an entrepreneur.
从创业的角度来看,确定合适的经营地点当然会成为企业未来发展的重要因素。因此,一个系统,以促进前瞻性和战略性的业务定位,以实现正确的销售目标是肯定需要的。基于Android手机的系统具有GPS技术的特点,可以使商家定位更加容易。在我们的应用程序中,我们试图通过使用简单加性加权(SAW)来解决这个问题。在我们的SAW实现中,我们采用了几个战略业务位置决策标准,包括租金、可达性、位置人群、目标市场、安全性和竞争对手的数量。然后,通过评估完成的应用程序,我们得出结论,开发应用程序对中小微企业(MSMEs)的建议是为了方便准企业家确定战略创业地点,以建立企业家。
{"title":"Recommendation System for Determining Micro, Small and Medium Enterprise Business Locations","authors":"E. B. Setiawan, A. Setiyadi, Wildan Agung Prakoso","doi":"10.31937/IJNMT.V7I2.1499","DOIUrl":"https://doi.org/10.31937/IJNMT.V7I2.1499","url":null,"abstract":"From entreprenurship perspective, determining the right business location is, of course, will become a significant factor for the business's growth in the future. Therefore, a system to facilitate prospective and strategic business locations, for achieving the right selling targets is sure needed. Android mobile based system with GPS technology features can make it easier to determine business location. In our application, we try to tackle this problem by using Simple Additive Weighting (SAW). We took several criteria for strategic business location decision making in our SAW implementation, which comprehend of rental rates, accessibility, location crowd, target market, security, and the number of competitors. Then, by evaluating the finished application, we concluded that the development of an application for Micro, Small and Medium Enterprises (MSMEs) recommendations is to facilitate prospective entrepreneurs to determine a strategic business location to build an entrepreneur.","PeriodicalId":110831,"journal":{"name":"IJNMT (International Journal of New Media Technology)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117074066","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
MeDict: Health Dictionary Application Using Damerau-Levenshtein Distance Algorithm MeDict:基于Damerau-Levenshtein距离算法的健康词典应用
Pub Date : 2020-12-28 DOI: 10.31937/IJNMT.V7I2.1654
Wiwi Clarissa, F. P. Putri
Typographical error often happens. It can occur due to mechanical errors or missed hands or fingers when typing. Someone's ignorance of how to spell correctly also can cause typographical errors. Dictionary application development has been carried out by various parties so that the searching process in the dictionary becomes more efficient. However, there is no word search optimization when the typographical error happens. Typographical errors in the searching process can result in the information sought cannot be found. The Damerau-Levenshtein Distance algorithm implemented to provide search suggestions when a typographical error occurs. This research aims to design and build a health dictionary application, MeDict, using the Damerau-Levenshtein Distance algorithm. Technology Acceptance Model (TAM) used to evaluate the application. The result is 86.2% stating strongly agree that the application can be useful and 86.9% stating strongly agree that the application can be used easily.
印刷错误经常发生。这可能是由于打字时的机械错误或遗漏的手或手指造成的。一些人对如何正确拼写的无知也会导致印刷错误。字典应用程序的开发由各方进行,从而使字典中的搜索过程变得更加高效。然而,当排版错误发生时,没有单词搜索优化。搜索过程中的排版错误可能导致无法找到所查找的信息。Damerau-Levenshtein Distance算法用于在出现排版错误时提供搜索建议。本研究旨在使用Damerau-Levenshtein距离算法设计并构建一个健康词典应用程序MeDict。技术接受模型(TAM)用于评估应用程序。结果是86.2%的人强烈同意该应用程序是有用的,86.9%的人强烈同意该应用程序可以很容易地使用。
{"title":"MeDict: Health Dictionary Application Using Damerau-Levenshtein Distance Algorithm","authors":"Wiwi Clarissa, F. P. Putri","doi":"10.31937/IJNMT.V7I2.1654","DOIUrl":"https://doi.org/10.31937/IJNMT.V7I2.1654","url":null,"abstract":"Typographical error often happens. It can occur due to mechanical errors or missed hands or fingers when typing. Someone's ignorance of how to spell correctly also can cause typographical errors. Dictionary application development has been carried out by various parties so that the searching process in the dictionary becomes more efficient. However, there is no word search optimization when the typographical error happens. Typographical errors in the searching process can result in the information sought cannot be found. The Damerau-Levenshtein Distance algorithm implemented to provide search suggestions when a typographical error occurs. This research aims to design and build a health dictionary application, MeDict, using the Damerau-Levenshtein Distance algorithm. Technology Acceptance Model (TAM) used to evaluate the application. The result is 86.2% stating strongly agree that the application can be useful and 86.9% stating strongly agree that the application can be used easily.","PeriodicalId":110831,"journal":{"name":"IJNMT (International Journal of New Media Technology)","volume":"101 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125070453","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
Data Visualization And Sales Prediction of PD. Asia Agung (Ajinomoto) Pontianak in 2019 PD数据可视化与销售预测。2019年亚洲阿贡(味之素)Pontianak
Pub Date : 2020-07-02 DOI: 10.31937/IJNMT.V7I2.1697
W. Yunus, Ririn Ikana Desanti, Wella Wella
PD. Asia Agung Pontianak is the only official distributor of Ajinomoto in the West Kalimantan region. Every year this company needs to find out the amount of turnover that will be obtained in the coming year. Unfortunately, the company only makes predictions using the average income from each year which is very less accurate. This research is conduct to create visualizations and predictions using multiple linear regression methods to predict the turnover obtained in the coming year. Multiple linear regression is a regression analysis method that can use more than 2 variables in the prediction process which is divided into 2 parts, namely the dependent variable and the independent variable. The results obtained in this research are prediction results in 2019 using data from 2010 to 2018 as a basis. Prediction results show that the longer the data used the smaller the error rate obtained. The original data from the company is visualized using a dashboard on tableau software so that the data could be easier to analyze by the company.
PD。Asia Agung Pontianak是味之素在西加里曼丹地区的唯一官方分销商。这家公司每年都需要计算出下一年的营业额。不幸的是,该公司只使用每年的平均收入进行预测,这是非常不准确的。本研究是为了创建可视化和预测使用多元线性回归方法来预测来年获得的营业额。多元线性回归是一种可以在预测过程中使用2个以上变量的回归分析方法,分为2部分,即因变量和自变量。本研究得出的结果是基于2010 - 2018年的数据对2019年的预测结果。预测结果表明,数据使用时间越长,得到的错误率越小。公司的原始数据使用tableau软件上的仪表板进行可视化,以便公司可以更容易地分析数据。
{"title":"Data Visualization And Sales Prediction of PD. Asia Agung (Ajinomoto) Pontianak in 2019","authors":"W. Yunus, Ririn Ikana Desanti, Wella Wella","doi":"10.31937/IJNMT.V7I2.1697","DOIUrl":"https://doi.org/10.31937/IJNMT.V7I2.1697","url":null,"abstract":"PD. Asia Agung Pontianak is the only official distributor of Ajinomoto in the West Kalimantan region. Every year this company needs to find out the amount of turnover that will be obtained in the coming year. Unfortunately, the company only makes predictions using the average income from each year which is very less accurate. This research is conduct to create visualizations and predictions using multiple linear regression methods to predict the turnover obtained in the coming year. Multiple linear regression is a regression analysis method that can use more than 2 variables in the prediction process which is divided into 2 parts, namely the dependent variable and the independent variable. The results obtained in this research are prediction results in 2019 using data from 2010 to 2018 as a basis. Prediction results show that the longer the data used the smaller the error rate obtained. The original data from the company is visualized using a dashboard on tableau software so that the data could be easier to analyze by the company.","PeriodicalId":110831,"journal":{"name":"IJNMT (International Journal of New Media Technology)","volume":"119 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126856940","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
iBudaya: Indonesian Culture Portal Based on Software as a Service (SaaS) iBudaya:基于软件即服务(SaaS)的印尼文化门户网站
Pub Date : 2020-07-02 DOI: 10.31937/IJNMT.V7I2.1665
W. Winarno, Wella Wella, R. Pramono
The society of Indonesia faces problem of cultural crisis, especially the younger generation who prefer foreign culture rather than the local culture. This research aimed to find a way to conserve local culture by combining local culture with the development of information and communication technology. The method used in this study is content crowdsourcing because it requires the help of all society member to fill the content and data that will be managed later in large volumes. Therefore, it will use cloud computing, Software as a Service (SaaS). This research has successfully developed a portal called ibudaya that can accommodate cultural values and local wisdom in the form of multimedia content, such as in the format of video, pictures, pdf, Word, and Power Point. This research has successfully developed a portal that can accommodate cultural values and local wisdom in the form of multimedia content. The cultural portal can be accessed through the link address http://iBudaya.applikasi.online/. This portal will be further refined in terms of cultural content procurement, where the content is in the form of videos, pictures and folklore texts.
印尼社会面临着文化危机的问题,尤其是年轻一代,他们更喜欢外国文化而不是本土文化。本研究旨在将地方文化与信息通信技术的发展相结合,寻找保护地方文化的途径。本研究使用的方法是内容众包,因为它需要所有社会成员的帮助来填充内容和数据,这些内容和数据将在以后大量管理。因此,它将使用云计算,软件即服务(SaaS)。该研究成功开发出了以视频、图片、pdf、Word、Power Point等多媒体内容的形式容纳文化价值和地方智慧的门户网站“ibudaya”。该研究成功开发了一个以多媒体内容的形式容纳文化价值和地方智慧的门户网站。可以通过链接地址http://iBudaya.applikasi.online/访问文化门户网站。该门户网站将在文化内容采购方面进一步完善,内容将以视频、图片、民俗文字等形式进行采购。
{"title":"iBudaya: Indonesian Culture Portal Based on Software as a Service (SaaS)","authors":"W. Winarno, Wella Wella, R. Pramono","doi":"10.31937/IJNMT.V7I2.1665","DOIUrl":"https://doi.org/10.31937/IJNMT.V7I2.1665","url":null,"abstract":"\u0000 \u0000 \u0000The society of Indonesia faces problem of cultural crisis, especially the younger generation who prefer foreign culture rather than the local culture. This research aimed to find a way to conserve local culture by combining local culture with the development of information and communication technology. The method used in this study is content crowdsourcing because it requires the help of all society member to fill the content and data that will be managed later in large volumes. Therefore, it will use cloud computing, Software as a Service (SaaS). This research has successfully developed a portal called ibudaya that can accommodate cultural values and local wisdom in the form of multimedia content, such as in the format of video, pictures, pdf, Word, and Power Point. This research has successfully developed a portal that can accommodate cultural values and local wisdom in the form of multimedia content. The cultural portal can be accessed through the link address http://iBudaya.applikasi.online/. This portal will be further refined in terms of cultural content procurement, where the content is in the form of videos, pictures and folklore texts. \u0000 \u0000 \u0000","PeriodicalId":110831,"journal":{"name":"IJNMT (International Journal of New Media Technology)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128331637","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
期刊
IJNMT (International Journal of New Media Technology)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1