Reviewerly/exHarmony huggingface dataset:
Message from Editors-in-Chief

Welcome to the 3rd issue of the 4th volume of the Journal of Social Computing, a blend of excellence featuring a compelling special section and an array of regular papers. In this issue, we delve into the special section on Assessing Sentience of AI Systems (only part I here; part II will appear in the 4th issue of the 4th volume), curated by Rumman Chowdhury, composed of three papers that attempt to understand Artificial Intelligence (AI) and its (potential) consciousness. Alongside these, we are thrilled to present three regular papers that showcase the breadth and depth of research in our ever-evolving field of social computing.
Defining The Pattern of the Thai Osteoarthritis Movement Data Model

This study proposed an algorithm to identify the patterns of Thai osteoarthritis, a condition that has seen an increase in prevalence in recent years, significantly affecting patients' quality of life and mobility. We aimed to define the data patterns for analysis. For data collection, we employed a Razor-IMU sensor and a WIFI transmitter, allowing testers to independently perform full-range knee motions. Data collection was categorized into two groups: healthy and unhealthy. Our goal was to categorize the data and establish criteria for pattern classification. Once the patterns and criteria were established, our objective was to validate movement models for both normal individuals and osteoarthritis patients. To achieve this, we conducted statistical hypothesis testing to verify the accuracy of the data. This testing comprised three main steps: first, evaluating the accuracy of data collection and data cleaning. Second, assessing the precision of converting data from linear to angular format, including degree coordinates selection. The last, Evaluating the accuracy of data sorting and grouping using Louvain clustering. The researcher thoroughly scrutinized each step to confirm the results. Each step demonstrated an accuracy test As Thailand transitions into an aging society, the prevalence of osteoarthritis is increasing due to the natural deterioration of the body. This deterioration can be decelerated by avoiding risky behaviors. Osteoarthritis significantly impacts patients' physical and mental well-being, making it a critical health concern. The objective of this research is to develop movement prototypes for both normal individuals and osteoarthritis patients by leveraging computer knowledge. This includes data collection with motion sensor devices, enhancing data quality using data mining techniques such as data cleaning and data transformation into suitable formats, and grouping of data. Additionally, the study seeks to validate the accuracy of the algorithm using statistical hypothesis testing methods and graph pattern detection. Based on the experimental results, an accuracy rate of 97% was achieved, demonstrating a high level of reliability. This prototype can be applied in treatment analysis, monitoring treatment outcomes, and even injury prevention. Furthermore, the dataset can serve as a model for the Thai population and can be expanded to accommodate larger datasets. &nbsp
The Development of the Module of Educational Semi-Comic Anti-Corruption Integrated in PPKN Learning for Junior High School Students

The paper aims to develop an Integrated Anti-Corruption Education Comic Module and to find out the effectiveness of the semi-comic integrated anti-corruption education module in Civics learning for class VII students at SMPN 19 Kerinci. This type of research is Research and Development. The population in this study were all students of class VII at SMP Negeri 19 Kerinci. The sampling technique used is non-probability sampling with purposive sampling. The product will be validated by experts and tested on class VII students at SMP Negeri 19 Kerinci. Qualitative data were obtained through observation, written responses, and suggestions, while quantitative data were obtained from questionnaires and tests. The practicality of the module is determined based on the response of the teacher and students. Based on considerations consisting of three students who have high, medium, and low abilities (individual evaluation) and one class of students in class VII SMP Negeri 19 Kerinci (large scale trial). Data collection instruments consisted of observation sheets, questionnaire sheets, and question sheets. The results showed that the results of the validity of media experts were 93%, material experts 91%, and linguists 90%, with very valid categories. As for the practicality test, with an average of 91.5 in the very practical category. For effectiveness, the data source is obtained from the learning outcomes of students before and after using the semi-comic module. The pre-test results obtained an average of 46, and during the post-test, it increased to 94. The results of this research and development can conclude that the use of the module semi-comic anti-corruption education integrated into PPKN learning for class VII students at SMP Negeri 19 Kerinci is appropriate.
E-Module Based on Augmented Reality Media on Magnetic Materials

This study aims to develop e-modules based on Augmented Reality media and determine their effectiveness. The research method used is Research and Development (R&amp;D) with the ADDIE development model (Analyze, Design, Develop, Implement, and Evaluate). Data collection techniques with documentation, interview, questionnaire, and test methods. The population for this study comprised students from SMPN 40 Semarang, totaling 62 students. The sample size consisted of 31 students. Using a random sampling technique. The data analysis technique used is the t-test to assess the effectiveness of the developed e-module. Data collection instruments through expert validation sheets and student readability test sheets. The validation results of material experts amounted to 93.70%, media experts amounted to 92.01% with very valid criteria, and supported by student readability tests of 83.76% with excellent criteria. The results of Augmented Reality-based E-module research have characteristics, namely digital form utilizing Augmented Reality applications, 3D image display is interactive and contains magnetic material sub-material magnetic material. The results of the effectiveness test with a pre-test completeness percentage of 64,5% and 90,3% proved that there was an increase so that Augmented Reality-based e-modules can be used as teaching materials in science learning on magnetic material sub materials.
Implementation of Motion Graphics in the Application Process and Issuance of Electronic Certificates

Elektonic Certificate is a type of certificate of electronic type which contains an electronic signature and identity the status of the legal of the parties to the electronic transaction, the first step in implementing an electronic signature is to have a legal and binding electronic certificate issued by the electronic certificate provider and ensure the security of the electronic system operation. This certificate is used for electronic signature instead of manual signature. And in it’s issuance, there are still many officials who do not understand how to issues electronic certificates. The implementation of Motion Graphics in the application process and issuance of electronic certificates will later be used as a tool for giving information that is made attractively and will be shown to officials who apply for electronic certificates so that they can better understand the issuance of electronic certificates. Making motion graphics using the Luther Sutopo method and the Epic Model is used to analyze the effectiveness of information media. The results obtained from the research are in the form of Motion Graphics with a duration of 2 minutes 27 seconds.
Analisis Kesalahan Sintaksis pada Teks Deskripsi Siswa Kelas VII SMPK St. Isidorus Lewotala Tahun Ajaran 2022/2023

&#x0D; &#x0D; &#x0D; This article aims to describe the types of syntactic errors in the descriptivetext of class VII SMPK St. Isidorus Lewotala. The problem discussed is what are the types of syntactic errors in the description text of class VII students of SMPK St. Isidorus Lewotala. Language errors are basically caused by the person who uses the language in question, not the language he uses. The theory used is the theory of language errors put forward by Setyawati with three possible causes of language errors, namely being influenced by the language that was previously mastered, the language user's lack of understanding of the language he uses, and language teaching that is inappropriate or imperfect. The method used is a qualitative descriptive method and the approach used is a qualitative approach. The source of the data in this study were class VII students of SMPK St. Isidorus Lewotala. The data collected is in the form of phrases, sentences which are included in the types of syntax errors in the descriptive text. Data collection techniques were carried out using observation and documentation techniques. Data analysis was carried out by identifying errors, classifying errors, presenting data and drawing conclusions. This research was conducted at SMPK St. Isidorus Lewotala, Lewotala village, Lewolema sub-district, East Flores district. The results of this study indicate that there are four types of syntactic errors in the field of phrases consisting of: 1) inappropriate use of prepositions, 2) inappropriate wording, 3) excessive use of elements, and 4) double pluralization. There are five types of syntactic errors in the field of sentences, including: 1) sentences without a subject, 2) stump sentences, 3) excessive use of conjunctions, 4) use of foreign terms, and 5) use of unnecessary question words.&#x0D; &#x0D; &#x0D;
Implementasi Pembelajaran E-Learning Sebagai Transformasi Pendidikan di Era Digital

The purpose of this study is to find out the Implementation of E-Learning as an Educational Transformation in the Digital Age. The method used is a qualitative method with a descriptive approach. The results of this study show that E-Learning as an educational transformation in the digital era has an important role in improving student learning outcomes. The implementation of E-Learning learning as an educational transformation in the digital era includes the use of various learning models, in the form of Distance learning, Hybrid learning, Blended learning, and Transformation theory. The implementation of e-learning brings several benefits, including wider access to education, cost savings and the ability to tailor learning to individual needs. But there are also various challenges such as limited internet access, technological readiness and reduced social interaction.
Upaya Meningkatkan Kemampuan Membaca Efektif melalui Metode Skimming dan Scanning pada Siswa Kelas VII SMP Negeri Panca Marga Kolimasang

&#x0D; &#x0D; &#x0D; This thesis raises the issue of efforts to improve effective reading skills through skimming and scanning methods for class VII students of SMP Negeri Panca Marga Kolimasang. Reading has several types, including speed reading, silent reading, beautiful reading, language reading and literature reading. Reading speed is a skill that must be trained. Success in mastering and practicing speed reading depends on attitude, level of seriousness, and readiness to practice. However, at school students are not given the opportunity to read so that students are less proficient in speed reading techniques. This study aims to find out and describe whether the use of skimming and scanning methods can improve the effective reading ability of class VII students of SMP Negeri Panca Marga Kolimasang. This type of research is this research is classroom action research (PTK). The implementation of this research consisted of two cycles. each cycle through the stages of planning, implementation, observation, and reflection. The method used is descriptive quantitative. The results of this study indicate that the average reading speed in the pre-cycle is 88 wpm with a total of 6 students who reach the very fast category. The results of students' reading speed after applying the skimming and scanning method in cycle I averaged 129 wpm with 16 students who achieved the very fast category, while in cycle II the average reading speed was 195 kpm with 27 students who achieved the very fast category. Thus it can be concluded that the skimming and scanning method can improve the effective reading skills of class VII students of SMP Negeri Panca Marga Kolimasang.&#x0D; &#x0D; &#x0D;
Pengembangan Sistem Informasi Pariwisata Berbasis Web Dengan Pendekatan Fuzzy AHP Sebagai Fitur Utama Dalam Rekomendasi Paket Wisata di Kabupaten Badung

Badung Regency, Bali is one of the famous tourist destinations in Indonesia that offers a variety of attractive tourist attractions. However, the lack of organized information access and the deficiency in selecting travel packages that suit user preferences can be obstacles in maximizing the tourism potential in the region. This research aims to develop a web-based tourism information system with a Decision Support System (DSS) feature using the Fuzzy Analytic Hierarchy Process (AHP) method in Badung Regency, Bali. The system is developed using the SDLC development method with a waterfall approach, which functions to provide information access about tourism objects, including their names, categories, photos, and descriptions. The main feature is the DSS that assists users in selecting travel packages based on their preferences, using five criteria: price, number of attractions, duration, popularity, and rating. The system also supports multi-level access for regular users and admin users responsible for creating posts and travel packages.
Assistance for Construction of Rainwater Infiltration Wells through Rain Water Harvesting in Overcoming Flood Prone in Beji Village, Depok City

Beji Village is one of the villages in Beji District, Depok City. Currently, Beji Village is quite dense with residents. Most of the land is used as housing for residents, so it has an impact on depleting the availability of vacant land as water catchment areas. This causes the area to become prone to flooding. This service aims to assist the people of Beji, Depok, build rainwater infiltration wells through Rain Water Harvesting to overcome flood proneness. Participatory Rural Appraisal (PRA) is used in this assistance by inviting the community to participate in Extension and Education, Training and Guidance, Field Assistance, Community Involvement, Research and Monitoring, and Partnership Development. This service resulted in rainwater harvesting, which has absorption two times faster than before. It can be illustrated that rainwater will usually recede within half an hour at the service location. With this infiltration well, incoming rainwater can recede within 10-15 minutes for a field area of approximately 80 m2. With this infiltration well, rainwater that usually recedes within half an hour can recede within 10-15 minutes for a field area of 80 m2. This shows the success of community service in reducing the risk of flooding in Beji Village and providing effective solutions to address the problem of water availability and water management in the area.
KEGIATAN PENDAMPINGAN PENERAPAN TIK PADA NEXT GEN’S PARTY KOI SHOW KE 2

Inspection and implementation of ICT in competition management at Next Gen's Party Koi Show #2. Training with two-way interaction methods, presentations and exercises on how to use the activity registration application and back office application to manage activity participants and provide support on activity days. Next Gen's Party Koi Show #2 Online Registration Application Install Next Gen's Party Koi Show #2 Back Office Online Application Install Next Gen's Party Koi Show #2 Participant Registration Support Activities Next Gen Support Committee Party Koi Show #2 activities in Participant management.
IMPLEMENTASI ALGORITMA APRIORI DALAM MENENTUKAN POLA PEMBELI CUSTOMER

CV. Syahfira Bakery and Cake is a business engaged in the production of cakes, pastries and bread. The more a business develops, the transactions that occur daily also increase. However, sometimes the sales transaction data is not fully utilized properly by administrative staff and company owners. In fact, if it is processed and used by administrative staff and supervised by business owners, then sales data will have a major influence on product sales in the future. Data processing can be done using data mining techniques, these data sets can produce new information, one of which is customer purchasing patterns. Syahfira Bakery and Cake is a cake, sponge and bread shop that has not fully utilized data for determining sales business strategies. With these problems, it is necessary to use transaction data to be processed with the Apriori algorithm so that it can provide new knowledge that can be utilized by shop owners. Based on the research that has been done, from the 20 processed transaction data, results are obtained that meet a minimum support of 30% and a minimum confidence of 70% and one rule is obtained, namely if a customer buys chocolate jam products, he will buy plain bread
The Use of Word Card Media for Letter Recognition in Early Students

This research aims to determine how word card media affects children's letter recognition. Classroom teachers were questioned during data collection, along with other teachers, and learning activities were checked. This study used a qualitative method with a case study approach at PAUD al-Khoiriyah Tanjung Botung, Simangambat, Padang Lawas Utara, Sumatra Utara. This study uses a qualitative method with a case study approach. The research data is in the form of letter recognition activities using word cards as media. Researchers obtained data from school principals, class teachers, accompanying teachers, students, and several parents of students. Collecting data through observation, interviews, and documentation While data analysis is done by data reduction, data presentation, conclusion, and verification, The results of the study show that letter recognition using word card media can be passed by 1. The word cards are prepared by the teacher and distributed to students. 2. The teacher arranges the word cards that students will arrange by compiling the alphabet cards he gives according to the words proposed by the teacher. 3 The young person reads each letter and word aloud before the other groups.
Effectiveness of Moocs-Based Safety Management System Learning Development

The purpose of this study is to test the effectiveness of the safety management system learning method through MOOCs compared to previous learning methods. This research is a type of quantitative descriptive research. The data collection technique is a non-test technique with a research instrument in the form of a response questionnaire. The data in this study were obtained from primary data sources, namely the results of filling out questionnaires by respondents. The research was conducted at the Palembang Aviation Polytechnic in November 2022. The population in this study was 250 Palembang Polytechnic cadets. The research sample was 105 cadets who took the Safety Management System course, which was taken using a purposive sampling technique. The data analysis technique uses the Paired-Samples T-Test with the help of SPSS software. Results research shows that the value of sig. (2-tailed) is less than 0.05, so H0 is rejected and Ha is accepted. So it can be concluded that there is a significant difference between the effectiveness of the MOOC-based SMS learning method and the previous learning method.
Compiling an Arabic-English Transport Dictionary through Corpus Linguistic Methods

This research aims to compile an Arabic-English Transport Dictionary through Corpus Linguistic Methods. This dictionary is intended for general learners. Types of qualitative descriptive research and this research used a discourse analysis. This research used a discourse analysis of secondary data. The source of the data involved dictionary data from Arabic websites containing Arabic and English terms in the field of transportation, namely ootlah.com, and tostpost.com. The data collection technique was through discovering synonyms or similar Arabic and English words in the ootlah.com and tostpost.com. Then, collecting the terms related to transportation. After that, combine them into a table and sort by alphabetical letter. When the vocabulary has been combined, then eliminate the similar vocabulary and move it to the document work page according to the alphabet. The results obtained from this study revealed the vocabulary that was previously collected with a total of 600, then eliminated to around 460 Arabic vocabulary in the field of transportation, with eighteen different links from two websites of ootlah.com and tostpost.com produced by the author. In conclusion, the Arabic-English Transport Dictionary has been well arranged through Corpus Linguistics Methods.
PENGUKURAN EFEKTIVITAS SERANGAN SQL INJECTION PADA WEBSITE DENGAN MENGGUNAKAN TOOLS JSQL, HAVIJ, DAN THE MOLE

Along with current technological developments, security for data information residing on websites is very vulnerable to crimes in the internet world such as attacks on security holes in the database layer or often known as SQL Injection. SQL Injection attack is a method to insert SQL commands as input through an application, namely Kali Linux, in order to gain access to the database. This attack can find out usernames, passwords, and other data that is in the database. So that the SQL Injection attack is one of the most popular attacks and is often used to take advantage of security holes in the system because of how easy it is to use it. This study aims to test the level of effectiveness of SQL Injection attacks using the tools in it against a website. Testing the effectiveness is done by doing a comparison between the three tools that are in SQL Injection. The results of the research on the effectiveness of the tools in SQL Injection are the accuracy of database search times and the accuracy of information from the database.
ANALISA EVALUASI KINERJA SOFTWARE PASSWORD ATTACKER PADA BERKAS FILE ZIP

As we know, in this era of rapid technological progress, we cannot avoid threats to cyber security, cyber security itself is an effort to protect computer systems and data from various threats. In Indonesia alone, as of September 13, 2022, there have been recorded as many as 12.74 million accounts that have experienced leaks, and this makes Indonesia the 3rd country with the most number of data leaks in the world. One solution that can be done to protect the data that is owned is to put it in an archive such as ZIP, ZIP functions to combine several rice into one and reduce the size. And to secure the data in a ZIP file, you can set a password. The password is a combination of letters, numbers and symbols, with this combination it will be difficult for hackers to carry out their actions.