Academic Section Research Articles

PEMBUATAN MODEL RENCANA STRATEGI PENGEMBANGAN SI/TI DENGAN ZACHMAN FRAMEWORK

Organizations need to have IT governance within a certain time frame or commonly referred to as an IT blueprint as a guideline for the organization's strategic planning in designing the needs, development and management of information systems and technology. Sekolah Tinggi Manajemen Informatika dan Komputer (STMIK) Muhammadiyah Paguyangan Brebes is a university that has the view that IS/IT strategic planning is a basic need that can be used to realize the vision and mission. The scope of this research is limited to the academic section (BAA) by dividing the main activities and supporting activities using the value chain, while the enterprise architecture methodology uses the Zachman framework which refers to the first line of the planner's perspective, the second line of the owner's perspective and the data, function and network columns. . This research produces a blueprint for information systems and technology that can be used as a reference in the development of information systems and technology in the 2021-2026 timeframe which has been tested with the results that it is feasible to apply in STMIK-MPB.

Sistem Informasi Akademik Pada Sekolah Tinggi Ilmu Sosial Dan Ilmu Politik Silas Papare Jayapura

School of Silas Papare Jayapura is one of the high schools that has implemented an information system in carrying out their management of job. However, there are still lack in the application of the information system. As in the academic section, the information system has not been implemented in managing lecture activities, so that the data management of activities in the academic section are still carried out semi-manually. The purpose of this research is to assist academic staff in managing academic data, assist lecturers in inputing of score, and provide better service for students of Silas Papare Jayapura. This web-based Academic Information System was created using the PIECES analysis method, using the Unified Modeling Language (UML) method as a system design, using the waterfall method as a system development, and the Black Box as system testing method. This research produces an academic information system that has been organized in managing academic data and becomes a means of information systems for academics, lecturers and students in schools of Silas Papare Jayapura

Identifikasi Chatbot dalam Meningkatkan Pelayanan Online Menggunakan Metode Natural Language Processing

Chatbot is a software with artificial intelligence that can imitate human conversations through text messages or voice messages. This chatbot can convey information, according to the knowledge that has been given previously. Helping the limitations of the academic section in answering questions posed by students. The method in this study was sourced from a questionnaire distributed to students at the Muhammadiyah University of West Sumatra. Based on the analysis of the questionnaire, there are 40 questions that are often asked by students to the academic section. Then it is processed using Natural Language Processing (NLP). Natural Language Processing is a branch of science from artificial intelligence that is able to study communication between humans and computers through natural language. The processing stage is to identify the intent, process the input and display the results according to the input. The results of the test using a questionnaire addressed to 227 students got a score of 3,55 with a very good predicate. Then do the test using 40 question and answer data. So, obtained 37 appropriate answers and 3 answers that are not in accordance with the percentage of answer accuracy generated from the chatbot is 92.5 percent. The results of this test have been able to respond to the questions asked by students. This chatbot can make it easier for students to get information with a very good level of accuracy

A New Approach To Study The Challenges Of E-Learning Advantages And Disadvantage

In this paper, we have a tendency to tried to explore the challenges in implication of E-Learning and its benefits and downsides. There are some problems for not implementing E-Learning as there’s some lacking’s of understanding concerning E-Learning to the teacher additionally the scholars and have some issue that bothers to just accept E-Learning instead of ancient learning surroundings, and our main target is to seek out the explanation behind at purpose there’s some opinion concerning the challenges for not implementing E-Learning. E-Learning surroundings is principally an online bases platform in academic section mistreatment technology, the aspects of E-Learning surroundings is mistreatment digital tools in courses of study, it presents the ways, tasks, and therefore the connections between a course structure and introduced new assessment in numerous stages. The aim of this study is to spot what challenges or that factors are the explanation for not applying E-Learning normally additionally it’ll concentrate on what challenges lecturers and what issues students suffers in learning through virtual policy separately by this it’ll helps to seek out the views of E-Learning of lecturers and student each. currently a day’s E-Learning is known in academic sites. E-Learning surroundings is principally student targeted. It’s essentially virtual resource area, wherever student should get to be liable for their own work, because it may be a self-format study therefore student should have privy to their responsibility. I attempted to explore the challenges in implication E-Learning, because the outcome is affirmative there are some problems for not implementing E-Learning as there’s some lacking’s of understanding concerning E-Learning to the teacher additionally the scholars and have some issue that bothers to just accept E-Learning instead of ancient learning surroundings, and my main target is to seek out the explanation behind at purpose there’s some opinion concerning the challenges for not implementing E-Learning.

شرح القصیدة الظائیة فی الفرق بین الظاء والضاد لعلی بن عبد الله بن ناشر الوَهْرَانی (المتوفى615هـ) تحقیق ودراسة

هذا بحث متواضع ينفض الغبار بالتحقيق والدراسة عن مخطوطة قديمة قيمة نفيسة لم تر النور بعد تسمى شرح القصيدة الظائية في الفرق بين الظاء ، لعالم لغوي مفسر من علماء القرن السادس الهجري؛ ألا وهو علي بن عبد الله بن ناشر الوهراني المتوفى615هـ ، هي منظومة قيمة مبين فيها ما جاء على لفظ واحد وله معنيان، يکتب على أحد المعنيين بالظاء وعلى الآخر بالضاد، وفيها ذکر عدد من الکلمات الظائية التي لا تناظر بينها وبين الضادية کل ذلک مع الشرح. وقد اقتضت خطة هذا البحث أن يقسم قسمين تسبقهما مقدمة وتعقبهما خاتمة وفهارس، أما المقدمة ففيها عرض موجز للإطار المنهجي للبحث. وأما القسم الأول فهو القسم الدراسي وفيه ثلاثة مباحث: الأول التعريف بمؤلف القصيدة، والثاني التعريف بمخطوطته، والثالث مدخل إلى تحقيق النص. وأما القسم الثاني فهو للنص المحقق، وکان من أهم نتائج هذا البحث ما يلي: کشف البحث عن عبقرية عالم لغوي واسع الثقافة، کثير الاطلاع، کما اتضح من خلال البحث إلى أي مدى شغلت قضية الضاد والظاء علماءنا الأفذاذ، وما ذلک إلا لغيرتهم على لغة القرآن أولا، والالتباس بين الصوتين وعسر التمييز بينهما ثانيا، کما يعتبر صوتا الضاد والظاء من الأصوات القوية المفخمة دائما، کما أن حرف الضاد هو الحرف الوحيد الذي تميزت به لغتنا من أمها السامية، وقد ألمح الوهراني في هذه القصيدة إلى نظرية من أبرز قضايا علم اللغة في العصر الحديث، ألا وهي نظرية (الفونيم)، وتأثر المعنى بتناوب الأصوات، کما أشار فيها إلى المعاني المشترکة للفظ الواحد، وفي هذا النوع من التأليف ما يؤکد المنزلة العالية التي وصل إليها علماء الأمة في تتبع المعاني للمفردات والأصوات. This is a humble research; dusting off the investigation and study of an invaluable ancient manuscript She has not seen the light yet. It is called “The explanation of the poem al-Dha’d in the difference between al-Tha’a,” by a linguist Interpreted by scholars of the sixth century AH; It is “Ali bin Abdullah bin Nasher al-Wahrani, who died in 615 AH,” in which there is an explanation of the difference between the words that were written in al-Tha’a but with al-Dha’d has another meaning The plan of this research was to be divided into two preceding parts An introduction, followed by a conclusion and indexes, while the introduction contains a brief presentation of the methodological framework Search. As for the first section, it is the academic section, and it contains three sections: the first is the definition The author of the poem, the second definition of his manuscript, and the third an introduction to the text of verification. As for the second section, it is the verified text, and one of the most important results of this research was the following The research revealed the following: The research revealed the genius of a widely-educated, well-educated linguist, as it was evident through the research to what extent the issue of dhad and deafness occupied our exceptional scholars, and that is only for others On the language of the Qur’an first, and the ambiguity between the two voices and the difficulty of distinguishing between them secondly, just as the dād and dāa sounds are always strong and exaggerated sounds, just as the letter dād is the only letter that distinguishes our language from its sublime mother. A theory of the most prominent issues of linguistics in the modern era, which is the theory of (phoneme), and the effect of meaning by the alternation of sounds, as he indicated in it the common meanings of a single word, and in this type of composition confirms the high position that the nation’s scholars have reached in tracing the meanings of vocabulary and Sounds.

A STUDY OF CLINICAL PRESENTATION OF GALLSTONE DISEASE AND ITS MANAGEMENT AMONG ADMITTED PATIENTS IN BIHAR

INTRODUCTION: Diseases of the gallbladder commonly manifest as gallstones and gallbladder cancer. To identify risk factors in a given 1 population, epidemiological studies must rst dene the frequency of disease. Studies employing necropsy surveys or healthcare databases carry biases by their implicit nature: being postmortem or requiring biliary symptoms/complications, respectively. AIMS & OBJECTIVE:To assess the relevant sociodemographic characteristics, relevant history and clinical prole of the study population. METHODOLOGY: Study Area: The study was conducted DEPARTMENT OF GENERAL SURGERY, PARAS GLOBAL HOSPITAL, DARBHANGA. It is having a capacity of 252 indoor beds in the Department of Surgery and associated academic section, catering to people of several districts. The study shall be done in the Surgery Indoor of his hospital. Duration of Study:Twelve Months RESULTAND ANALYSIS:We found in our study 37(5.9%) patients had GB Wall thickness. 12(1.9%) patients had GB Commet tail appearencel, 8(1.3%) patients had GB Mass and 1(0.2%) patients had GB Mass fundus. 52(8.4%) patients had CBD stone. 1(0.2%) patient had Irregular wall thickening GB body and 407(65.3%) patients had MRCP. 52(8.4%) patients had CT. 1(0.2%) patient had GB Thickening and 1(0.2%) patient had EUS. 34(5.5%) patients had Conservative. 17(2.7%) patients had ERCPand 1(0.2%) patient had failed ESRCPon 14/3/18. SUMMARY AND CONCLUSION:We found that 22(3.5%) patients had post-operative jaundice. 8(1.3%) patients had post-operative pancreatitis. 622(100.0%) patients had no post-operative cases of retained stone. 13(2.1%) patients had post-operative signicant pain abdomen. It was found that 611(98.1%) patients had monthly. 10(1.6%) patients had lost follow-up. We concluded that symptomatic gallstone diseases were more common in > 35 Years with a female predominance.

SISTEM MONITORING DAN PEREKAMAN KEHADIRAN MENGAJAR DOSEN BERBASIS RFId DAN DATABASE UNTUK PENINGKATAN MUTU PENGAJARAN

In this study there are 3 topics of discussion, namely the problem of monitoring the teaching presence of lecturers, recording data on the use of the room into a database that can be accessed by an online application in realtime. The methodology used in this study is the prototype method which has the following stages: 1. Identification of needs, 2. Building Prototype, 3. Coding, 4. Testing and Evaluation of Prototype ,. The system is created using the application of Radio Frequency Identification (RFId) technology, the PHP programming language and MySQL as the software and database. RFId technology is used as an input device when lecturers enter using the RFId Card. The RFId Card is used by lecturers for attendance that will be automatically recorded into the database along with the room, day and hour data. This system can be accessed by users through a web-based application to facilitate the Academic Section, the Financial Section and the Head of the Study Program and the leadership to monitor and track the number of lecturers' teaching attendance in class. The result is a monitoring and recording system for teaching attendance based on RFId lecturers and this database helps the Academic Section, the Finance Section and the Head of the Study Program and the leadership in monitoring and overseeing lecturer attendance.

Starting, building and sustaining a program of research in emergency medicine in Canada.

To develop pragmatic recommendations for starting, building and sustaining a program of research in emergency medicine (EM) in Canada at sites with limited infrastructure and/or prior research experience. At the direction of the Canadian Association of Emergency Physicians (CAEP) academic section, we assembled an expert panel of 10 EM researchers with experience building programs of research. Using a modified Delphi approach, our panel developed initial recommendations for (1) starting, (2) building, and (3) sustaining a program of research in EM. These recommendations were peer-reviewed by emergency physicians and researchers from each of the panelist's home institutions and tested for face and construct validity, as well as ease of comprehension. The recommendations were then iteratively revised based on feedback and suggestions from peer review and amended again after being presented at the 2020 CAEP academic symposium. Our panel created 15 pragmatic recommendations for those intending to start (formal research training, find mentors, local support, develop a niche, start small), build (funding, build a team, collaborate, publish, expect failure) and sustain (become a mentor, obtain leadership roles, lead national studies, gain influence, prioritize wellness) a program of EM research in centers without an established research culture. Additionally, we suggest four recommendations for department leads aiming to foster a program of research within their departments. These recommendations serve as guidance for centres wanting to establish a program of research in EM.

Students’ Attitude Towards Entrepreneurship Education in Edo State: A Case of Three Tertiary Institutions

Every country faces the challenges posed by unemployment and shrinking economies and while some are winning, more are actually in and out of recession as the years roll by.. This trend has opened up the need to help more people become entrepreneurial. Entrepreneurship will help improve job availability. The population of the study consisted of all final year students from three tertiary institutions in Edo state. The population of the final year students in these three tertiary institutions was about 30,000 during the 2019/2020 academic section from which a sample of 529 respondents were randomly selected using the simple random sampling technique. The study revealed among others that there is significant difference between gender as well as area of study and student’s attitude towards entrepreneurship education; and also that there is no significant difference between age and students’ attitude towards entrepreneurship education. The study recommends that students should be assisted to have free hands-on-training in industries of their choice during holidays so they can practicalize the theories learnt in class and that the lectures and practical sections should be made more attractive by giving specialized training to entrepreneurship educators and resource persons. Keywords: entrepreneurship, entrepreneurship education, unemployment, attitude, Edo state DOI: 10.7176/JPID/59-05 Publication date: February 28 th 2021

Raising the quality of designers’ professional training through STEAM and CLIL

The issues of quality assurance in the process of professional training have always been widely discussed. The current research presents the English for Academic Purposes section of the English language course design based on the STEAM approach and the feedback model for its evaluation. The study aims to assess the role of the English language course in building professional competencies with the help of the STEAM instructional design. Qualitative and quantitative methods, a formative pedagogical experiment, and an online survey were conducted. The study shows that interdisciplinary course evaluation can be based on feedback and outcomes indicators. The content and language integrated learning methods are perceived by the students as relevant. STEAM-based course design motivates students to perform fundraising activities for further professional development and continue improving their English language skills. Thus the English language can become a valid and stable base for further interdisciplinary projects in university education. The research found that the majority of the first-year art and design students learned about MOOCs for the first time and took courses to improve their professional skills during the English Language course. The authors conclude that STEAM and CLIL methodologies have much in common and are positively evaluated by both students and academics.

Educational data mining for predicting students’ academic performance using machine learning algorithms

Educational data mining has gained impressive attention in recent years. The primary focus of educational institutions is to provide quality education for students to enhance academic performance. The performance of students depends on several aspects, i.e., personal, academic, and behavioural features. The present study deals with predicting students’ academic performance in a technical institution in India. A dataset was obtained using a questionnaire-based survey and the academic section of the chosen institution. Data-pre-processing and factor analysis have been performed on the obtained dataset to remove the anomalies in the data, reduce the dimensionality of data and obtain the most correlated feature. The Python 3 tool is used for the comparison of machine learning algorithms. The support vector regression_linear algorithm provided superior prediction.

Impact of medium of instruction during school education on the academic performance of medical students: An observational study

Introduction: Many of the students admitted in Indian medical colleges have had school education in vernacular medium. There exists a general opinion that such students find it difficult to cope up with medical academics in English medium as they think in one language and study in another. This study was carried out to find whether such language barrier affects their professional performance. Materials and Methods: This multi-centric retrospective observational study was carried out in 274 medical students from four government medical colleges in Marathwada region of Maharashtra, India. The medium of instruction during their school education was recorded from their 10th standard mark-sheets. The marks of final year MBBS were obtained from their academic record in academic section of the colleges. The data were analysed using one-way ANOVA. Result: There was statistically no significant difference of professional performance among the medical students with different media of instruction in their school education (P=0.1149). Conclusion: Medium of instruction of school education doesn’t have any significant effect on professional performance of medical students. Keywords: Medium of instruction, Mother tongue, Language barrier, Professional performance.

ANALISIS KUALITAS PELAYANAN MAHASISWA MENGGUNAKAN MODIFIED IMPORTANCE PERFORMANCE ANALYSIS

Nowadays, the development of technology is very influential to all aspects of community life, one of them is in education. Universities have a very important role in the world of education, with the technology then the work will be more effective and efficient. To improve the quality of service on education supported by human resources that work, in this study will be measured in the academic section and in the financial section through a questionnaire given to students who have received service from the section. In this research, the methods used to measure the performance of these parts are the modified importance performance analysis (MIPA) method. MIPA can measure the value of comparison between the level of importance of service quality and service performance level from the performance of academic part with the financial part as comparator. Data collection is obtained from the dissemination questionnaire to students STMIK PPKIA Tarakan, as many as 100 questionnaires. The results of this research, based on mapping the quality of MIPA services obtained attribute results of the existence of friendly employees in the top priorities are quadrant I, employees know the needs of students and the appearance of employees when serving students entered in Quadrant II, understanding employees in understanding the students ' problems and obtaining a fast solution, the speed of employees in serving students, Ministry of students regardless of social status , and those entered in Quadrant IV are attributes of employee existence during working hours, employee ability in responding to student complaints.

Collocational semiosis in the academic discourse of the Corpus of Contemporary American English (COCA): The case of AFRICA

Abstract The present study investigates the collocation-induced semiosis of the linguistic sign AFRICA as being used in the academic section of the Corpus of Contemporary American English (known as COCA) (Davies, Mark. 2008. The Corpus of Contemporary American English (COCA): one billion words, 1990-present. Available online at https://corpus.byu.edu/coca/). Drawing on a hybrid theoretical framework, the study utilizes Charles Peirce’s (1931–58) semiotic model of the sign and Roman Jakobson’s theory of “markedness” (Jakobson, Roman. 1972. Verbal communication. Scientific American (Special Issue, September 1). 73–80) as well as Stuart Hall’s treatment of “code” (Hall, Stuart. 1980. Encoding/decoding. In Stuart Hall, Doothy Hobson, Andrew Lowe, & Paul Willis (eds.), Culture, media, language: Working papers in cultural studies, 1972–79, 117–127. New York: Routledge) and John Swales’ notion of “discourse community” (Swales, John M. 1990. Genre analysis: English in academic and research settings. Cambridge: Cambridge University Press). The study empirically tests the hypothesis that, in a given discourse domain, the relevant interpretant can decode a linguistic sign (representamen) in the co-text of its marked collocates in a way that is collocationally used via the two modes of iconic and indexical signification. The concordance-based analysis conducted in the present study offers two findings, theoretical and practical. First, the study proposes the theoretical concept of collocational semiosis as one way of methodologically integrating the study of collocation into a structural-linguistic analytic framework that richly intersects with the genre-based notion of “discourse community.” Second, in the academic discourse community of the COCA, to the expert interpretant, the representamen AFRICA has been decoded due to its marked collocates which have been technically used in two modes of signification, viz. iconic and indexical.

Data Mining Implementation Using Naïve Bayes Algorithm and Decision Tree J48 In Determining Concentration Selection

Computerization of society has substantially improved the ability to generate and collect data from a variety of sources. A large amount of data has flooded almost every aspect of people's lives. AMIK HASS Bandung has an Informatic Management Study Program consisting of three areas of concentration that can be selected by students in the fourth semester including Computerized Accounting, Computer Administration, and Multimedia. The determination of concentration selection should be precise based on past data, so the academic section must have a pattern or rule to predict concentration selection. In this work, the data mining techniques were using Naive Bayes and Decision Tree J48 using WEKA tools. The data set used in this study was 111 with a split test percentage mode of 75% used as training data as the model formation and 25% as test data to be tested against both models that had been established. The highest accuracy result obtained on Naive Bayes which is obtaining a 71.4% score consisting of 20 instances that were properly clarified from 28 training data. While Decision Tree J48 has a lower accuracy of 64.3% consisting of 18 instances that are properly clarified from 28 training data. In Decision Tree J48 there are 4 patterns or rules formed to determine concentration selection so that the academic section can assist students in determining concentration selection.

Polystyrene/thermoplastic polyurethane interpenetrating network-based nanocomposite with high-speed, thermo-responsive shape memory behavior

In the recent years, generation of flexible, mechanically tough, shape memory (SM) polymers has gained a remarkable significance both in academic section and in the field of soft robotics, smart textiles, self-deployable structures (especially used in aerospace), actuators, bio-medical devices and so on. But designing of such materials poses a credible challenge to researchers in the field. Hence, in this work, we develop a bis(hydroxyalkyl)-poly(dimethylsiloxane) capped-(3-aminopropyl)trimethoxysilane functionalized-hydroxy iron oxide anchored-reduced graphene oxide nanohybrid which serves as a reinforcing agent for the generation of nanocomposites with SM, self-tightening and hydrophobic attributes. The prepared polystyrene/thermoplastic polyurethane (PS/TPU) interpenetrating network (IPN) nanocomposites recover their original shape at a faster rate (within 20–40s upon thermal heating and within 100–140s upon exposure to sunlight) compared to other similar type SM materials (require h to min). Moreover, the nanocomposites also showed thermally actuated artificial muscle-like and self-tightening behaviors. In addition, the nanocomposite containing 1 wt% nanohybrid demonstrated >200% increase in tensile strength, >120% increase in initial thermal degradation temperature, and strong surface hydrophobicity (static contact angle >120°). Therefore, the reported nanocomposites have considerable prospect for different smart applications.

Correlation Between Learning Approach and Students Objective-Structured Clinical Examination Passing Rate.

Context: In medical school, learning approach used by students while preparing for assessment can vary from one individual to another. Students may conduct deep or either surface learning approach when studying for an examination. Objective-structured clinical examination (OSCE) is one of assessments for medical students’ learning outcome which may require different learning approach from other written examinations. Different types of learning approach thus may affect the students’ OSCE outcome. Aims: To analyze correlation between learning approach used by medical students and OSCE passing rate. Settings and Design: A cross-sectional study conducted in February 2018 at the Faculty of Medicine, Swadaya Gunung Jati University. Methods and Material: Learning approach of 146 medical students was assessed using Revised Study Process Questionnaire 2 Factors (R-SPQ-2F). Data of OSCE passing rate was obtained from the academic section of Faculty of Medicine, Swadaya Gunung Jati University. Rank Spearman test was used to analyze the correlation between learning approach and OSCE passing rate. Results: Eighty-three students out of 146 (56,8%) ran into deep approach, while 63 students (43.2%) applied surface approach. Rank Spearman analysis showed that learning approach is significantly correlated with students’ OSCE passing rate (p = 0.001; CI 95%). Conclusion: Deep learning approach resulted in higher OSCE passing rate.

The Effect of Service Quality on the Students’ Satisfaction in Medan State Polytechnic

This study attempts to investigate whether there is an effect of the service quality which covers realibility, responsivnes, assurance, empaty, and tangible on the students’ satisfaction in Medan State Polytechnic (MSP). The research approach used is descriptive quantitative by applying survey methods. This research was conducted at MSP from October to December 2018. The population in this study was the third-year students of the 2018/2019 academic year, totaling to 2,149 people with a total sample used in this study was 100 students. The data used in this study are primary and secondary data. Primary data were obtained through the distribution of questionnaire (questionnaire), interview, and observation. For secondary data, they were collected through documentation studies. Hypothesis testing with the F test was done by comparing the F value of the SPSS output results with the F table. The analysis shows that the responsiveness variable has a satisfaction level of 84.02% which is the highest level of satisfaction compared to other dimensions, while the tangible variable has the lowest satisfaction of 74.88%. From the overall dimensions of service quality, the level of customer satisfaction with service quality in the academic section of MSP reached an average of 81.39%. Based on the hypothesis test, it can be concluded that the variables of reliability, responsiveness, assurance, emphaty and tangible simultaneously have a significant effect on the students’ satisfaction at MSP which indicates that Ha is accepted and Ho is rejected.

Unforeseen data estimation in water distribution system

Unforeseen data is a mostly encountered problem in the water distribution system (WDS) application. The WDS is considered to be significant component in the social framework. This paper proposes an improved version of window based Kalman filter known to be customized Kalman filter (CKF). The academic section WDS of National Institute of Technology-Tiruchirappalli, Tamil Nadu, India is considered as the case-study. The flows across the pipes and head level of the reservoir tanks are measurement of interest which has significant data loss due to the randomly varying sampling interval. The available measurements are also corrupted with the state and input dependent noises along with the conventional uncertainties. This is due to the interconnection between the consumers and structural complexity of the considered case-study which causes the direct and indirect impact over the other states due to the propagation of the disturbance occurring at any spatial instance of the interconnected WDS. The proposed CKF is equipped with the necessary remedies to have an optimal estimates of unforeseen data even in the presence of state and input dependent noises. The CKF algorithm is incorporated along with the mean imputation technique as a priori of the estimates, which improves the estimation accuracy. The estimated results are validated through the quantative and qualitative analysis for the considered case-study.

ANALISIS PENERIMAAN PENGGUNA APLIKASI SIAKAD DESKTOP UNIVERSITAS BRAWIJAYA MENGGUNAKAN UTAUT

Education services from tertiary institutions have applied a lot of the Academic Information System (SIAKAD). In the research on heuristic evaluation in the Academic Information System of Brawijaya University, there were several problems related to users, including problems in the ease of users to interact or use applications, SIAKAD Desktop which did not provide information to the user about the condition of a process within a certain time period or time. On the other hand, universities must guarantee the best service. Therefore, it is necessary to evaluate the acceptance of SIAKAD Desktop users to find out what factors can affect the use of Desktop SIAKAD. UTAUT as a theoretical model will be used to explore the acceptance and use of the technological environment, especially for SIAKAD users in the academic section of the Faculty of Computer Science, Universitas Brawijaya. The data that has been collected will then be analyzed using the Partial Least Square Sequence Equation Modeling (PLS SEM) method. The results of the analysis show that only the conditions of the facilities significantly influence the behavior of using SIAKAD Desktop. The UTAUT model can only explain 44.8% of the factor variants using SIAKAD Desktop which is included in the moderate category. Therefore, it is necessary to develop a research model construct construct so that the prediction of the variance accuracy of the research model increases. In addition, it is expected that further research can cover a wider population target so that data is more reliable.