2022 International Seminar on Application for Technology of Information and Communication (iSemantic)最新文献

{"title":"Digital Transformation of the Classroom: Impact of Leveraging Artificial Intelligence (AI) and IoT in the Education Sector","authors":"Santosh Gopalkrishnan, M. Bedarkar","doi":"10.1109/iSemantic55962.2022.9920452","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920452","url":null,"abstract":"The speed at which transformation and changes occur across all sectors is unanticipated yet overwhelming. Many sectors, including the education sector, have been turned upside down from what they had been a decade earlier. Digitalisation has profoundly impacted our work, education, and social lives and has brought tremendous changes in how we educate and get educated. There has been a remarkable change in how the education sector has evolved – from the location of academies to the methods used in education delivery. This paper aims to study the impact of digital transformation in the secondary and tertiary education sectors by leveraging various artificial intelligence (AI) and available IoT tools. A focus group discussion was conducted amongst academicians from the management domain to understand their perspectives on the growth of the education sector with the help of technology. The key findings of this paper are that bringing digital transformation into the classroom is incredibly beneficial as it improves affordability and access to education for the learners while ushering in the feasibility and sustainability of education delivery for the providers. The study proposes suggestions to improve the education delivery process using digital initiatives.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127874482","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}

{"title":"Application of Grayscale Co-occurrence Matrix (GLCM) Method for Classification of Quality Type of Guava Leaves as Traditional Medicine Using Neural Network Algorithm","authors":"Sholihul Ibad, Wiwiek Hayyin Suristiyanti, M. N. A. Farah, Nova Rijati, Catur Supriyanto","doi":"10.1109/iSemantic55962.2022.9920397","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920397","url":null,"abstract":"Currently, there are still many people who use traditional medicine such as the use of guava leaves as anti-diarrhea medicine. But the types of guava leaves have different qualities for traditional medicine, some types of guava leaves have different leaf shape characteristics, and it will be difficult to distinguish the quality of the leaves. The purpose of this study was to classify the quality of guava leaf species with the classification of \"good\" quality and \"bad\" quality. The method used in this study starts with data collection, then the next process is Pre-Processing. After doing the Pre-Processing, the GLCM method will be applied with the Matlab application, the results of the application of the GLCM method will produce a data matrix which will later be used for the process of implementing the neural network algorithm on RapidMiner for the classification process and will produce an accuracy value. The results of this study produce several attributes, namely Angular Second Moment (ASM) as data attribute 1, contrast as data attribute 2, Inverse Different Moment (IDM) as data attribute 3, entropy as data attribute 4, and correlation as data attribute 5 in the sample type. Guava was tested, then the final result of the application of the neural network algorithm in this study resulted in an accuracy of 95%.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117283072","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}

{"title":"Giziku Baik App: Preventing Stunting and Nutritional Status Self Record in An Adolescent Period","authors":"Vilda Ana Veria Setyawati, Arif Kurniadi","doi":"10.1109/iSemantic55962.2022.9920479","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920479","url":null,"abstract":"Adolescents have a future role as prospective parents and agents of change, which is crucial in preventing stunting. Behaviors that can be implemented include: A balanced nutritional pattern in daily food and snacks, Adequate parenting from the family, Essential health services, and Environmental health. All these good things teenagers can do from themselves to the broader community to prevent stunting. This study aims to build an android-based information system that processes, provides a simple diagnosis of adolescent stunting problems independently, progress on the results of teenage nutrition development activities, whose data can be stored and could be found directly continuously, which will be used in decision making, policy formulation, follow-up responses and planning materials for stakeholders. The development of the Giziku system application both uses the waterfall method. There are consist of Requirements definition, Systems and Software design, Implementation and unit testing, integration system testing, operation and maintenance. The Giziku Baik App features are available, including nutritional status (Status gizi), Knowledge (Pengetahuan), Nutrition Practice (Praktek Gizi), Snacking Habit (Kebiasaan Jajan), and Nutrition education (Edukasi Gizi). All menu in Giziku Baik App passed the validity test of blackbox testing.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130399095","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}

{"title":"Exploring Indonesian Netizen's Emotional Behavior Through Investment Sentiment Analysis Using TextBlob-NLTK (Natural Language Toolkit)","authors":"E. Talahaturuson, Agustinus Bimo Gumelar, Adri Gabriel Sooai, S. Sueb, Suprihatien Suprihatien, Hikmah Ali Altway, Chatarini Septi Ngudi Lestari, Perwi Darmajanti, U. Z. Fanani, Tuty Hariyanti, Sengguruh Nilowardono, S. Sulistiyani","doi":"10.1109/iSemantic55962.2022.9920431","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920431","url":null,"abstract":"The investment industry has recently continued to provide the greatest experience and has grown the number of investors to this day. It also increases the quantity of traded investment assets because of its varied central and decentralized operating processes. Yet another aspect that can't be isolated from the investment process is price volatility and monetary policy. This means that the present price movement is influenced by every market mood. According to this study, a three-month period of tweets from Indonesian citizens was used to analyze attitude towards investment patterns in Indonesia. Because of the large number of people throughout the world who use Twitter to voice their opinions on investments, Twitter was selected as the primary source for this study. Twint, an open-source Python library, is used to retrieve tweet data. To process and analyze each tweet's data, TextBlob will be used, which values subjectivity and polarity. There were 92% favorable feelings and 42% positive sentiments on Indonesian tweets after a succession of research stages. These results were obtained by the limitation of data preprocessing and data labeling has been used.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121171267","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}

{"title":"An Enhancement of DES, AES Based on Imperceptibility Along With LSB","authors":"C. A. Sari, Danang Wahyu Utomo, Wellia Shinta Sari, Daurat Sinaga, Mohamed Doheir","doi":"10.1109/iSemantic55962.2022.9920444","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920444","url":null,"abstract":"A data or information becomes important if only certain people can receive the information. For example, keeping a confidential documentation file. Files stored do not guarantee to be free from access and abuse by crackers such as wanting to modify or distribute the contents of the file on the basis of providing benefits for them. The security of information can be increased by using cryptography to encrypt messages into a secret cipher. The steganographic method is a method used to protect messages by inserting them into other media. In this study, a combination of cryptographic algorithms, namely Data Encryption Standard and Advanced Encryption Standard, was used for the Least Significant Bit steganography method. DES has the advantage of using S-Box. DES is not immune to brute force attacks and has a key length of only 56 bits, thus it is necessary to optimize the DES algorithm. AES has a more complicated key randomization process using a certain loop where AES is an extension of DES. On the other hand, to obtain a high imperceptibility value, LSB is used. The results of the combination of 2 cryptographic algorithms with steganography were tested with parameters such as PSNR and MSE which got values of 73.66 dB and 0.016, which means they are ideal values for stego images that have a high level of similarity with the original image. Encryption and decryption processing, the best time is 0.438 seconds with various message file sizes used. Meanwhile, in the embedding results, the image file size is slightly larger.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116242884","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}

{"title":"Adoption of RPA and AI to Enhance the Productivity of Employees and Overall Efficiency of Indian Private Banks: An Inquiry","authors":"Megha Jaiwani, Santosh Gopalkrishnan","doi":"10.1109/iSemantic55962.2022.9920383","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920383","url":null,"abstract":"In order to remain competitive in an ever- dynamic environment, especially in terms of technological advancements, customer satisfaction, maximising security, and reducing operational costs, banks have become early adopters of Robotic Process Automation (RPA) and Artificial Intelligence (AI). Against this backdrop, some very normative questions become inevitable. Does this technological diffusion lead banks towards productivity? Does the adoption of RPA and AI impact the productivity of employees and the overall efficiency of banks? Are these technological investments worth making? These are some of the questions we endeavour to answer through our study. We choose India's two largest private sector banks (HDFC and Axis) for the study. The productivity ratios like business per employee, profit per employee and employee cost to operating cost ratio are considered indicators of employees' productivity. The cost to income ratio is used as the banks' efficiency indicator. Furthermore, the number of onsite and offsite ATMs and POS terminals installed by the banks are used to substantiate the diffusion of RPA and AI. The data is taken for the period 2011- 2021 from the annual reports of the banks available on the CMIE prowess website and Reports on trends and progress of banking in India from the Reserve Bank of India's official website. The relationship among those variables is made using the Time Series multiple regression models. The study showed a significant positive impact of POS on the business per employee and a significant negative impact on the cost to income ratio for both banks considered for the study. The findings reconfirmed the positive role of technological and artificial intelligence diffusion in the banking sector. The study recommends that by leveraging the information provided by RPA and AI, banks can build a 360-degree view of each customer, including purchases, critical life events, circle of influence, complaints filed, satisfaction level, etc. Thus, banks can create customer-centric strategies that make customer experience frictionless by further harnessing these technologies.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130322441","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}

{"title":"A Study on the Impact of COVID-19 on Students and their Perception of e-Learning via MyCaptain App","authors":"V. Bhatt, B. Sinha, V. V. R. Kumar","doi":"10.1109/iSemantic55962.2022.9920441","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920441","url":null,"abstract":"The educational system across the country has been adversely affected due to the COVID-19 pandemic. This forced several educational institutions to be closed, affecting students across the country. Because of the pandemic, people have been advised to maintain a safe distance of at least 6 feet, which clearly doesn't support the whole premise of educational institutions. This has brought in a huge change in the interactions that take place between teachers and students. This has brought a huge difference in students' lives as traditional classroom teaching has had to take a back seat while computer-based learning is prevalent now. This type of learning, termed online learning, is how educational goals have been achieved ever since the pandemic broke out. It is imperative to understand how students' lives have changed due to unforeseen circumstances and how their perception has changed toward the e-learning platform. In this research paper, an attempt has been made to focus on and understand the impact of COVID-19 on students and their perception of e-learning especially using MyCaptain app as a platform. This paper reveals that the students perceive the online learning platform to be the future mainly due to the availability of the study material all the time, and convenience.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128429255","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}

{"title":"Annotation Contribution to Classification Accuracy of Person Identification Based Gait Biometric","authors":"S. E. Sukmana, Habibie Ed Dien, Deasy Sandhya Elya Ikawati, Ashafidz Fauzan Dianta","doi":"10.1109/iSemantic55962.2022.9920482","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920482","url":null,"abstract":"Annotation takes part in person identification based gait. Many studies use annotation in gait analysis for person identification using silhouette technique. However, implementation of annotation in 3D gait data such motion capture is still rare, but it is comprimising as study for person recovery which utilizes only certain human body parts. To begin this study, a person identification using classification technique is used as study case. Annotation which consists of binary decision making (BD) and rectangular rounded (RR) are performed to limit body part area that is selected to be processed by Naïve Bayessian classification. No annotation is also utilized as comparation those two annotation techniques. By using 6, 10, and 16 markers usage scenarios, result shows that BD is always outperform to no annotation, while RR has lower accuracy to no annotation at using 10 markers. Accuration gap analysis shows that comparation between BD and RR shows no consistency rate on each amount of markers usage.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128448778","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}

{"title":"Time-based Performance Improvement for Early Detection of Conflict Potentials at the Central Java Regional Police Department","authors":"Ardiawan Bagus Harisa, Rahmat Trinanda, O. Candra, Hanny Haryanto, I. Gamayanto, Budi Agus Setiawan","doi":"10.1109/iSemantic55962.2022.9920411","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920411","url":null,"abstract":"Early detection of conflict potentials around the community is vital for the Central Java Regional Police Department, especially in the Analyst section of the Directorate of Security Intelligence. Performance in carrying out early detection will affect the peace and security of the community. The performance of potential conflict detection activities can be improved using an integrated early detection information system by shortening the time after observation, report preparation, information processing, and analysis. Developed using Unified Process as a software life cycle, the obtained result shows the time-based performance variables of the officers are significantly improved, including observation time, report production, data finding, and document formatting.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"41 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131072795","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}

{"title":"STARS: Websocket Design and Implementation","authors":"Penidas Fiodinggo Tanaem, Augie David Manuputty, Agustinus Fritz Wijaya","doi":"10.1109/iSemantic55962.2022.9920451","DOIUrl":"https://doi.org/10.1109/iSemantic55962.2022.9920451","url":null,"abstract":"The need for real-time data has become the center of attention for today's technology users. Thus, there are several methods that can be used, one of which is websocket. Websocket itself can be used to present real-time data using minimal resources. Thus, in this study, we will present a websocket concept that is implemented at SWCU STARS. The end result is a websocket that is built and used by utilizing the Erlang programming language to produce a reliable, lightweight and scalable system which shows the advantages obtained from other webservers.","PeriodicalId":360042,"journal":{"name":"2022 International Seminar on Application for Technology of Information and Communication (iSemantic)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128534008","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}