ADI Journal on Recent Innovation (AJRI)最新文献_第2页

Exploration of Perceived Use of Technology Using A Digital Business Perspective 从数字商业角度探索技术的感知使用

ADI Journal on Recent Innovation (AJRI) Pub Date : 2023-08-23 DOI: 10.34306/ajri.v5i1sp.984

Chandra Lukita, Mochamad Heru Riza Chakim, Ruli Supriati, Nuke Puji Lestari Santoso, Muhammad Farhan Kamil

{"title":"Exploration of Perceived Use of Technology Using A Digital Business Perspective","authors":"Chandra Lukita, Mochamad Heru Riza Chakim, Ruli Supriati, Nuke Puji Lestari Santoso, Muhammad Farhan Kamil","doi":"10.34306/ajri.v5i1sp.984","DOIUrl":"https://doi.org/10.34306/ajri.v5i1sp.984","url":null,"abstract":"The purpose of this study is to ascertain how people's opinions about technology use in relation to digital business are perceived. Ten knowledgeable respondents who have experience using technology in a digital business setting were interviewed for this study's qualitative method to data collection. The study's problems include the advantages and drawbacks of technology use, how technology affects business decision-making, and how crucial technology integration is to business strategy. The findings of the study demonstrate that utilizing technology in digital businesses can provide a number of benefits, including effectiveness, greater production, and flexibility. But there are still obstacles to be overcome, like concerns about data security and protection. Technology has an impact on business decision-making as well, particularly in terms of data processing and analysis. It is crucial to use technology into company strategy to suit client needs and boost competition. The findings of this study can help company decision-makers think about how to incorporate technology into their business plans in order to achieve success. This study looked at how people perceive how technology is used in digital businesses. A business that conducts business digitally employs digital technology as its main platform for communicating with clients and doing business. The purpose of this study is to understand how technology affects choices made in company strategy and digital business decisions. Data gathering approaches are used in the qualitative research method through in-depth interviews with ten respondents.","PeriodicalId":348558,"journal":{"name":"ADI Journal on Recent Innovation (AJRI)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115269586","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

Predicting Air Quality Index using Ensemble Machine Learning 使用集成机器学习预测空气质量指数

ADI Journal on Recent Innovation (AJRI) Pub Date : 2023-08-22 DOI: 10.34306/ajri.v5i1sp.981

Marviola Hardini, Richard Andre Sunarjo, Marsani Asfi, Mochamad Heru Riza Chakim, Yulia Putri Ayu Sanjaya

{"title":"Predicting Air Quality Index using Ensemble Machine Learning","authors":"Marviola Hardini, Richard Andre Sunarjo, Marsani Asfi, Mochamad Heru Riza Chakim, Yulia Putri Ayu Sanjaya","doi":"10.34306/ajri.v5i1sp.981","DOIUrl":"https://doi.org/10.34306/ajri.v5i1sp.981","url":null,"abstract":"This study focuses on utilizing Ensemble Machine Learning to predict and forecast the Air Quality Index (AQI). The research is motivated by the adverse effects of industrialization and population growth on air quality, leading to detrimental impacts on human health. While numerous methodologies exist for air quality prediction, it is crucial to anticipate future air conditions to minimize their larger consequences. Hence, this study proposes an air quality evaluation system to facilitate future predictions. The study comprises three primary modules: Data Preparation, AQI Forecasting, and Evaluating Air Quality. The Data Preparation Module involves real-time data collection and formatting to ensure compatibility with subsequent modules. In this research, the Sparse Spectrum GPR (SSGPR) method is employed for AQI forecasting, while the cloud model is adopted for air quality evaluation. The study's findings demonstrate the capability of the proposed model to account for the uncertainty and randomness inherent in air quality prediction. Performance metrics such as Mean Absolute Error (MAE), Root Mean Square Error (RMSE), and Mean Absolute Percentage Error (MAPE) are employed to evaluate the models' effectiveness. Based on the evaluation results, it can be concluded that the Ensemble Machine Learning method utilized in this study effectively predicts and forecasts the Air Quality Index. These predictions play a crucial role in minimizing the adverse impact of air pollution on human health by providing insights into future air conditions. Overall, this research contributes significantly to comprehending and addressing the increasingly urgent challenges associated with air quality.","PeriodicalId":348558,"journal":{"name":"ADI Journal on Recent Innovation (AJRI)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114465155","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

Analyzing the Factors Influencing the Success of Business Incubation Programs: A SmartPLS Approach 影响企业孵化项目成功的因素分析:一种智能pls方法

ADI Journal on Recent Innovation (AJRI) Pub Date : 2023-08-22 DOI: 10.34306/ajri.v5i1.985

N. Santoso, Richard Andre Sunarjo, Ihya syihabul Fadli

{"title":"Analyzing the Factors Influencing the Success of Business Incubation Programs: A SmartPLS Approach","authors":"N. Santoso, Richard Andre Sunarjo, Ihya syihabul Fadli","doi":"10.34306/ajri.v5i1.985","DOIUrl":"https://doi.org/10.34306/ajri.v5i1.985","url":null,"abstract":"Improving productivity and effectiveness in business processes is highly desired by actors from faculties and companies. However, the problem is that the determinants of success and moderating influence on business incubators at Raharja University still need to be discovered to improve the performance of these business processes. The study conducted will help overcome these problems by evaluating the determinants of success and moderating influences on business incubators at Raharja University using a quantitative approach method. Data collection results from 50 incubator managers show that incubator image positively affects incubator performance. In addition, the IT factor, entry criteria, mentoring network, and funding contribute to incubator performance, while a sound infrastructure system is a moderating factor. University regulation, government support and protection, and credit and rewards were also shown to improve business incubator performance. The results of this research could benefit university professors as managers and consultants, entrepreneurs and undergraduate startups/tenants in knowledge transfer and learning entrepreneurship, and government officials in practical policymaking. There is nature. In the university context, the incubator serves as a platform for commercializing research activities, helping university officials to take responsibility for the economic environment, create jobs, increase the monetary value of the country and reduce poverty.","PeriodicalId":348558,"journal":{"name":"ADI Journal on Recent Innovation (AJRI)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130848583","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

Quality Factors of Intention To Use in Artificial Intelligence-Based AIKU Applications 基于人工智能的AIKU应用中使用意向的质量因素

ADI Journal on Recent Innovation (AJRI) Pub Date : 2023-08-22 DOI: 10.34306/ajri.v5i1.990

Mochamad Heru Riza Chakim, Ardi Kho, Nuke Puji Lestari Santoso, Harry Agustian

{"title":"Quality Factors of Intention To Use in Artificial Intelligence-Based AIKU Applications","authors":"Mochamad Heru Riza Chakim, Ardi Kho, Nuke Puji Lestari Santoso, Harry Agustian","doi":"10.34306/ajri.v5i1.990","DOIUrl":"https://doi.org/10.34306/ajri.v5i1.990","url":null,"abstract":"Air Quality Artificial Intelligence (AIKU) is an Android-based application that allows individuals to check air conditions using their smartphones. This study aims to evaluate the application of Artificial Intelligence Air Quality (AIKU) based on user perceptions and evaluate how this affects the user's intention to utilize the Halal MUI application. Quantitative research methods were applied in this investigation. The data collection instrument was a questionnaire which was divided into four parts: introduction, explanation of the AIKU application, personal information of the respondent, and the core, which contains questions about the quality of the MUI Halal application. Multiple linear regression analysis examines the relationship between quality characteristics and usage decisions. Based on the research findings, the average quality score is 3.08 on a scale of 4.00, indicating that users perceive the AIKU application as a high-quality application. The results of the model reliability test with the F test show that the estimated linear regression model can be used to describe the effect of smartphone application quality on usage decisions. The t-test findings for the three quality variables show that the three Webqual 4.0 variables significantly influence the user's intention to use AIKU applications in the future. The characteristics of usability, information quality, and service interaction can explain 43.7% of the intention to use AIKU applications.","PeriodicalId":348558,"journal":{"name":"ADI Journal on Recent Innovation (AJRI)","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123590182","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

User Involvement on Air Quality in Incubation Rooms in Banten-Indonesia 印度尼西亚万丹孵化室空气质量的用户参与

ADI Journal on Recent Innovation (AJRI) Pub Date : 2023-08-22 DOI: 10.34306/ajri.v5i1.989

Fitra Putri Oganda, Mochamad Heru Riza Chakim, Willy Eka Septian, Mulyati, Eka Dian Astuti

{"title":"User Involvement on Air Quality in Incubation Rooms in Banten-Indonesia","authors":"Fitra Putri Oganda, Mochamad Heru Riza Chakim, Willy Eka Septian, Mulyati, Eka Dian Astuti","doi":"10.34306/ajri.v5i1.989","DOIUrl":"https://doi.org/10.34306/ajri.v5i1.989","url":null,"abstract":"Constructing middle-income housing in urban areas can be an effective means of optimizing the environment's carrying capacity and reducing land use. The air quality in Jakarta is an ongoing concern, and it can have significant health implications for those living in housing developments. In high-rise housing structures, air conditioning units are essential for regulating air circulation and minimizing indoor pollutants that can impact neighboring units' comfort levels. This research aims to evaluate the occupants' involvement in implementing indoor air quality (IAQ) sustainability practices in middle-income housing in Jakarta and how it impacts the community. The study identifies the occupants' characteristics, including managers and residents, explores their interactions in adopting healthy living habits, and analyzes their participatory roles in optimizing indoor air quality. The research uses the partial least squares method via SmartPLS for analysis. The findings indicate that both residents and managers must be involved in promoting healthy lifestyles and IAQ in middle-income housing units. As a result, the Jakarta local government should make community engagement programs a mandatory requirement for middle-income housing development regulations to support administrative, technical, and ecological requirements for health sustainability. ","PeriodicalId":348558,"journal":{"name":"ADI Journal on Recent Innovation (AJRI)","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114746766","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

Model of Critical Success Factors for Agile Information Technology Project in Indonesia using Analytic Hierarchy Process (AHP) 基于层次分析法的印尼敏捷信息技术项目关键成功因素模型

ADI Journal on Recent Innovation (AJRI) Pub Date : 2023-08-10 DOI: 10.34306/ajri.v5i1sp.968

T. Raharjo

{"title":"Model of Critical Success Factors for Agile Information Technology Project in Indonesia using Analytic Hierarchy Process (AHP)","authors":"T. Raharjo","doi":"10.34306/ajri.v5i1sp.968","DOIUrl":"https://doi.org/10.34306/ajri.v5i1sp.968","url":null,"abstract":"The implementation of Agile shows rapid development. For business continuity, organizations apply Agile in building innovative products according to market conditions The implementation of Agile shows rapid development. For business continuity, organizations apply Agile in building innovative products according to market conditions. Agile implementation in Indonesian IT projects faces problems include cultural constraints, lack of education/training, unclear guidelines, limited Agile mindset understanding, and insufficient management support. This study aims to solve these problems by exploring success factors of Agile projects with the analytic hierarchy process (AHP) model to help organizations in making Agile implementation strategies for their projects. A qualitative approach is used as a research method to confirm CSF by experts and practitioners, while a quantitative process is used to perform AHP calculations. The research identified critical success factors for Agile project implementation, including management support, competent project teams, organization-specific guidelines for processes and procedures, adaptive organizational culture, Agile training and coaching for team members, and a clear product roadmap. This research makes significant contributions to both the academic and practical domains. In academia, it serves as a valuable reference for critical success factors (CSFs) in the Agile field. In practical terms, it offers valuable insights for organizations in Indonesia, aiding them in effectively planning and implementing Agile methodologies","PeriodicalId":348558,"journal":{"name":"ADI Journal on Recent Innovation (AJRI)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126336540","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

Relationship Between Smart Cities and Smart Tourism: Using a Systematic Review 智慧城市与智慧旅游的关系:基于系统评价

ADI Journal on Recent Innovation (AJRI) Pub Date : 2023-08-08 DOI: 10.34306/ajri.v5i1sp.914

Sarji, Mochamad Heru Riza Chakim, Muhammad Hatta, Arzo Himki, Achani Rahmania Az Zahra, Nadia Nur Azizah

引用次数: 0

Business Relationship in Business Process Management and Management with the Literature Review Method 业务流程管理中的业务关系与文献综述法管理

ADI Journal on Recent Innovation (AJRI) Pub Date : 2023-08-08 DOI: 10.34306/ajri.v5i1sp.912

Sudadi Pranata, Katno Hadi, Mochamad Heru Riza Chakim, Yamato Shino, Ihsan Nuril Hikam

{"title":"Business Relationship in Business Process Management and Management with the Literature Review Method","authors":"Sudadi Pranata, Katno Hadi, Mochamad Heru Riza Chakim, Yamato Shino, Ihsan Nuril Hikam","doi":"10.34306/ajri.v5i1sp.912","DOIUrl":"https://doi.org/10.34306/ajri.v5i1sp.912","url":null,"abstract":"In an increasingly globalized and digitized environment, businesses face various challenges. Rising costs, intense competition, rapidly evolving technology, increasingly demanding and privileged consumers, and the demands of a socially changing society. In this respect, the effectiveness and efficiency of the operation of the business organization are realized. This article addresses the following fundamental scientific questions at a theoretical level: How important is Business Process Management (BPM) concerning Quality Management (QM)? Is BPM the QM axis? The relationship between business process management and quality management needs to be studied more interdisciplinary. This study aims to build this relationship. The research methods used are literature review and critical analysis of scientific sources. Academic papers and other sources published within two years (2021–2022) were analyzed to look for research findings on the relationship between BPM and QM. The results show confusion and overlap between different QM and BPM paradigms. The BPM paradigm can be considered an integral part of almost every primary quality management paradigm. BPM is like a horizontal domain that encompasses different quality management paradigms. The conclusions drawn are helpful for organizations implementing quality systems. Integrating BPM into quality management systems and tools creates the conditions for an organization to develop effectively and efficiently. A limitation of this study is the paucity of quantitative studies on scholarly sources. In the future, it may be helpful to conduct systematic literature reviews that include quantitative analyzes of scientific studies.","PeriodicalId":348558,"journal":{"name":"ADI Journal on Recent Innovation (AJRI)","volume":"117 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114637253","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

Secure and Transparent Elections: Exploring Decentralized Electronic Voting on P2P Blockchain 安全和透明的选举:探索P2P区块链上的分散电子投票

ADI Journal on Recent Innovation (AJRI) Pub Date : 2023-08-08 DOI: 10.34306/ajri.v5i1sp.959

Mochamad Heru Riza Chakim, Aliyah, M. A. D. Yuda, Rifqi Fahrudin, Dwi Apriliasari

{"title":"Secure and Transparent Elections: Exploring Decentralized Electronic Voting on P2P Blockchain","authors":"Mochamad Heru Riza Chakim, Aliyah, M. A. D. Yuda, Rifqi Fahrudin, Dwi Apriliasari","doi":"10.34306/ajri.v5i1sp.959","DOIUrl":"https://doi.org/10.34306/ajri.v5i1sp.959","url":null,"abstract":"Voting is one of the methods used by humans to determine decisions in a case. Along with the development of technology, conventional voting also follows the transformation in the adaptation of the current digital era. There is an electronic version of this voting which is often called e-voting (electronic voting). Of course, the application of technology in voting will raise public opinion about concerns about maintaining network privacy and security in e-voting. Of course, security problems can be overcome with technology that is currently being utilized optimally in various fields of life, namely blockchain technology. In enhancing e-voting security, blockchain will be used in P2P networks. The application of the blockchain system in e-voting will produce a safe e-voting system so that it can reduce the percentage of forgery of votes in the e-voting system. Implementing a blockchain-based e-voting system will involve 3 elements, namely cryptography, software engineering theory, and voting theory. In realizing blockchain-based e-voting, several stages are needed. (1) vote counterfeiting is avoided by adjusting the voting recording model based on ledger technology, (2) in terms of authentication, this technology is equipped with elliptic curve cryptography (ECC) based user model design, (3) providing a model designed for voters to change their vote before the specified time limit. The integration of these three designs is an important requirement in the e-voting process, proving and verifying a blockchain-based e-voting system in a P2P network that has been designed on linux.","PeriodicalId":348558,"journal":{"name":"ADI Journal on Recent Innovation (AJRI)","volume":"167 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121675022","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

Determine Upgrades for MSMEs: A Model Implemented at the Center for Integrated Service of SMEsCO Banten Province using AHP 中小微企业升级决策:基于层次分析法的万丹省中小微企业综合服务中心模型

ADI Journal on Recent Innovation (AJRI) Pub Date : 2023-05-31 DOI: 10.34306/ajri.v5i1sp.913

Neng Wiwin, P. A. Sunarya, Nur Azizah, Henderi, David Arayoga Saka, Ardi

{"title":"Determine Upgrades for MSMEs: A Model Implemented at the Center for Integrated Service of SMEsCO Banten Province using AHP","authors":"Neng Wiwin, P. A. Sunarya, Nur Azizah, Henderi, David Arayoga Saka, Ardi","doi":"10.34306/ajri.v5i1sp.913","DOIUrl":"https://doi.org/10.34306/ajri.v5i1sp.913","url":null,"abstract":"The various problems that have occurred in MSMEs affected by the pandemic have been felt by business actors. The Government recognizes the importance of developing the competitive advantage of MSMEs by empowering MSMEs to become more skilled and competitive businesses. Every MSME has the opportunity to Upgrade Classes. However, this implementation experienced difficulties in obtaining data on the results of appropriate, fast, and accurate assistance related to the results of the MSMEs criteria for upgrading at the Center for Integrated Service of SMEsCO (PLUT) Banten Province. The concept of a decision support system can be used as a tool for determining upgrade classes for MSMEs. One of the methods involved in determining the precedence level of criteria and performing consistency score calculations is the Analysis Hierarchy process method. The result of this research is a system that can provide SMEs with alternate recommendations for upgrade classes where the hierarchy formed is acceptable. The results of the sampling taken from 56 SMEs in this study can be obtained grade up by process max 0.46, min 0.25 and by output is max 0.75, min 0.36 So these values can be used as a decision support for MSMEs to go up a good grade in process and output.","PeriodicalId":348558,"journal":{"name":"ADI Journal on Recent Innovation (AJRI)","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117157158","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