Reviewerly/exHarmony huggingface dataset:
Challenges Facing the Directorate of Criminal Investigation On Management of Criminal Gang Activities in Nairobi County, Kenya

Abstract&#x0D; This paper uses data collected for an MA Thesis on the challenges facing the Directorate of Criminal Investigation Department on management of criminal gang activities, in Nairobi County, Kenya. This study has been necessitated by continued concern among policymakers, security pundits and citizens about the rising criminal gang activities in the country, more pertinently in Nairobi County. Although there are few studies that tried to scratch this area, there has never been a detailed and systematic inquiry and analysis of this problem. The study was guided by several specific objectives; the first objective examined the tactical challenges that the police face in policing gang related activities in Nairobi County, Kenya; assessed the effect of corruption in undermining the war against gang related activities in Nairobi County, Kenya; and finally explored other technological challenges that the police face in policing gang related activities in Nairobi County, Kenya. The study adopted descriptive research design and purposive sampling technique to collect data. Interview schedules and key informants (K.I) guide were the main tools used to collect data using the interview method of data collection. 60 officers of the Special Crime Prevention Unit were the main respondents. Major challenges faced by the DCI officers when dealing with criminal gang activities especially within Nairobi County include; poor relationship between police and the general public as reported by 89.1% of the respondents, increased involvement of women in gang activities which is exacerbated by low ratio of female-male officers for undercover operations and 90.9%. of respondents indicated due to woman innocence will create a greater challenge. Others include; gang related activities with networks and markets especially for stolen vehicles across the borders as a result of corruption along the borders by both police, custom and military officers. Further, 85.5% indicated that cross border gang activities were worsened by lack of harmonized law for the regulation and prevention of these activities that led to enhanced proliferation of weapons as well as drugs to and from the neighboring countries. Major recommendations for policy considerations included; increased recruitment and deployment of female officers to beef up their ratio in undercover operations. Harmonized laws for the neighboring East African community countries and increased cooperation between the security organs of these countries in order to have a coordinated approach of tracking and apprehending criminals who escape to neighboring countries. The study also recommends mandatory training for DCI officers in computer/ technological skills to be able to intercept, interpret and or decode gang related communication and cybercrime related activities.
PENINGKATAN AKTIVITAS DAN HASIL BELAJAR SISWA MELALUI MODEL PEMBELAJARAN BERBASIS MASALAH

Abstract: The purpose of this study is to describe the application of the Problem Based Learning model to improve the activities and learning outcomes of Grade IV students on mixed count operations in SDN 1 Pekalongan, Gresik Regency. This research method is descriptive qualitative. The results of this study are an increase in student activity by 22.5% in the first cycle from 67% to 89.5% in the second cycle, teacher activity increased by 16.5% in the first cycle from 77.8% to 94.5% in cycle II, student learning outcomes increased 11% in cycle I was 74% to 85% in cycle II and the character of student responsibility increased by 11.01% in cycle I from 67.33% to 78.74% in cycle II.
Public libraries in the age of crisis situations: Remote library programs and services of public library “petar preradoviĆ” bjelovar

Purpose The paper presents library programs and remote services of the Public Library “Petar Preradovic” Bjelovar during the COVID-19 epidemic in the period from March 16 to April 24, 2020, when the library was physically closed to users The adapting of the library to emergency situations in the context of designing and implementing remote services is considered, as well as the remote communication of the library with its users using communication media and channels based on information and communication technology Methodology The methodological approach to the topic is presented in the research of the literature related to library management in crises and distance library services Furthermore, an important topic covered by the literature is the media communication of libraries in crisis situations This paper brings a synthesis of this research, i e a critical reflection on the topic with some examples of good practice Results By inspecting the relevant professional and scientific literature and through examples of good practice, it was noticed that the remote services provided in public libraries could more or less successfully implement various services that do not require physical presence of the users in the library Likewise, these services can be further promoted and developed in collaboration with the local joint media programs, with the help of communication channels based on information and communication technology Value The paper emphasizes the importance of adapting library operations to ex-traordinary situations, in this case the COVID-19 epidemic, both in theory and in prac-tice Furthermore, the paper highlights examples of good practice that should serve as an example to other librarians in setting guidelines for designing and implementing distance services © 2020, Hrvatsko Knjiznicarsko Drustvo All rights reserved
Strategi Promosi Perekrutan Siswa Di SMK Bisnis Dan Teknologi Terhadap Minat Siswa Untuk Mendaftar

This research concerns students' interest in deciding to enroll in Business and Technology Vocational Schools in terms of factors that influence students from information obtained through promotional media used by Vocational Business and Technology namely Banners, Brochures, Presentations, Friend Recommendations, Parent Choices , Own Choices, Teacher Recommendations and Others. The purpose of this research is to determine what strategies must be done by the Vocational Business and Technology through the promotional media used. The results of the 60 respondents showed that from eight sources of information about the Business and Technology Vocational Schools obtained by these students, the Brochure ranked first, followed by Parent Choices and then Friend Recommendations. The research method used is a survey using a questionnaire. The data obtained is then analyzed and presented in the form of tabulations.
Η τεχνολογία Blockchain και οι εφαρμογές της στη ναυτιλία

The internet has revolutionized the way people perceive the world and is now an integral part of their daily lives. The technologies on which it is based are evolving rapidly while new ones are being created. A feature of the internet that has remained stable for a long time, is the dominant client-server architecture on which the majority of the applications and services offered are based. This is expected to change greatly thanks to new technologies including blockchain, which may give the internet a more decentralized character.Blockchain technology was originally created for the operation of the Bitcoin cryptocurrency, but it is constantly evolving and now its scope has expanded. The blockchain is a digitally distributed public ledger in which transactions and agreements are recorded seamlessly and is supported by a network of peer-to-peer nodes. In addition to being a means of operating cryptocurrencies, it can be a pillar for creating and operating decentralized applications based on a distributed network of peer-to-peer nodes rather than central servers. Shipping industry is another sector that blockchain can be applied.The purpose of this paper is to make a general presentation of the structure and philosophy of blockchain technology as well as an analysis of its fields of application in the shipping industry (operation, purchasing, logistics, legal, finance), port management and shipping logistics. Also a qualitative research is being conducted in order to investigated blockchain know-how of shipping companies as well as the intention to use this technology in their processes. Finally, conclusions are drawn about the prospect of using blockchain technology in shipping as well as its evolution in the near future.
Betwyll: Social reading per la didattica dell’italiano in Nord America

The widespread diffusion of mobile devices that can access Internet among the youngest population led professors and scholars from North America to investigate the pedagogic potential of social networks. In this paper, I analyze the outcomes of some didactic projects that took place between 2016 and 2020 in North American university courses of Italian language, literature, and culture, with non-Italian speakers. All these projects make use of Betwyll, a social reading app that employs the same methodology upon which Twitter relies: interaction and writing synthesis. The analysis of these projects allows me to define the most relevant advantages of this methodology, both for teachers (freedom in the choice of the book to read; use in class or at home for homework; time-efficiency) and students (virtual classes; lowering of the stress level; learning by doing; strengthening of the class environment through interaction with classmates; enhancement of creativity; improving linguistic skills and acquiring self-awareness as individual.
Development of Science and Technology to Realize the Industrial Revolution 4.0 and the Internet of Things (Iot) in Indonesia

With reference to the above theme, can be expressed purpose of writing the following research: collecting data and information and to find out about the development concept of science and technology in realizing the industrial revolution 4.0 and the Internet of Things (IOT) in Indonesia. The method used is qualitative research. Data collection techniques using literature study undertaken to collect, study the theories, rules, information obtained from the book and review documents in the form of journals, textbooks and papers relating to the research problem. Main findings in research that is through the roadmap making Indonesia 4.0, set strategy for dealing with Industry 4.0 that encourage labor force in Indonesia continues to increase the ability and skills, especially in the use of technology IOT or integrate Internet capabilities with production lines in the industry massively, and utilization of teknlogi digital more optimal in the industry national as Big Data (machine learning), autonomous robots, cybersecurity, cloud, and relevant. This research can be useful for all readers and all the disciplines and industries in order to increase knowledge and insight.The result is expected to be a thought or consideration of alternative materials for decision makers in solving similar problems regarding the industrial revolution 4.0 and IOT. Provide feedback to the relevant institutions in order to further optimize the development of science and technology in realizing the industrial revolution 4.0 and the Internet of Things (IOT) in Indonesia. The rapid development of science and the use of digital technology over the Internet in various fields.With the development of science and technology so as to achieve 4.0 and IOT industrial revolution so as to facilitate the work effectively and efficiently.
Semantic Consistency: The Key to Improve Traffic Light Detection with Data Augmentation.

Traffic light detection by camera is a challenging task for autonomous driving mainly due to the small size of traffic lights in the road scene especially for early detection. The limited resolution in the corresponding area of traffic lights reduces their contrast to the background, as well as the effectiveness of the visual cues from the traffic light itself. We believe understanding the scene semantics between traffic lights and their surroundings can play a vital role in tackling this challenge. Towards this goal, we build a generative adversarial network (GAN) model to predict the existence of traffic lights from the road scene image where existing traffic lights are removed with image inpainting. Using Cityscape dataset [2], we verify that the proposed GAN model indeed captures the desired semantics by showing effective predictions of existence of traffic lights that are consistent with real images. Moreover, we leverage this model to augment the training data where traffic lights are inserted to the road scene images based on the prediction of the GAN model. While the augmented images may not be realistic looking, results show that such data augmentation can improve the traffic light detector performance that is comparable to using additional real data collection, and better than other data augmentation with various randomization schemes. These results verify the importance of semantic consistency for data augmentation to improve the traffic light detection.
ICT Competencies and Performance of ICT Coordinators in Moncada

This study determined the level of competencies and performance of thirty – one (31) ICT Coordinators in public elementary schools in Moncada. It employed a descriptive - comparative – correlational research design. In gathering the data, a researcher – made questionnaire was given to the respondents. Descriptive statistics, multivariate analysis of variance, paired t – test and Pearson product – moment correlation were used to treat the data gathered. Results showed that the ICT Coordinators are generally young adults, male, bachelor’s degree holders, have limited number of trainings related to ICT, and are newly designated as school ICT Coordinators. The ICT Coordinators are highly competent as perceived by their immediate supervisors and by themselves. The level of competency of ICT Coordinators has no bearing on their performance. The researcher recommends that the administrators shall conduct training – workshops focused on ICT Systems and Infrastructure Management and ICT Programs and Projects and Policies and Standards Implementation; design comprehensive Key Result Areas (KRAs) as basis for Individual Performance Commitment (IPC) of ICT Coordinators; provide job description for ICT Coordinators’ designation; and monitor the strict implementation of the Individual Work Plan (IWP) of the ICT Coordinators.
Explaining Algorithmic Decisions

Algorithmic systems are increasingly instrumental to how private and public actors make real world decisions. Often, the internal reasonings underlying these systems are opaque to the humans who use them. This Article gives a broad technical overview of how algorithms work and what tools exist to interrogate how they come to decisions. It is aimed at a non-technical audience and builds off of technical and ontological scholarship from the nascent field of explainable artificial intelligence (XAI). Part II defines and contextualizes the terms and explanation. Part III proposes a hypothetical machine learning algorithm and explores how feature engineering and dimensionality affect the capacity for humans to understand how it works. Part IV looks at the unique explainability problems posed by systems that combine multiple opaque algorithms and the latest tools developed to address them.
The Name of the Rose: An Enigmatic Relationship between Tacit and Explicit Knowledge to Innovate the Production Process of Educational Resources

The objective of this conference consists of presenting a humanistic process for developing support units for knowledge (UAPA: Unidades de Apoyo para el Aprendizaje). Currently, National Autonomous University of Mexico (UNAM), has a production process of these already mentioned educational resources. Based on the results of a series of profound interviews where educational coordinators mediated by technology. We identify this phenomenon as The Name of the Rose. This phenomenon is associated with social relationships between subjects and in particular between the teacher and the pedagogical advisor. This has let us define the theoretical-conceptual basis to outline this process of humanistic production.
Quantification of Correctness with Palladio and KeY: Case Study Data

In our report, we described a case study where we evaluate our approach for correctness quantification using Palladio and KeY. Here, we publish the corresponding Palladio Component Model files as well as the generated source code, in order to make them publicly available.
Open and Configurable Heterogeneous Data Recording Device for Clinical Trials

This article presents a heterogeneous, open and configurable data recording device to facilitate the implementation of clinical trials. It includes an embedded system connected via USB to an Android device, and a database in the Cloud. Using an Android application, it is possible to configure each clinical trial according to the needs of the test protocol and the people involved in the study. This device ensures the recording and storage of data from both the various sensors used and the questionnaires. This original device was used during the implementation of the clinical trials for a powered wheelchair “Obstacle Alerting System”. This system will be mounted on the wheelchairs of the people participating in the clinical trials and used for 14 days in their real life environment.
DEVELOPMENT OF GEOGRAPHICAL INFORMATION SYSTEM FOR WEST SUMATERA SOUVENIR TOURISM

West Sumatra is one of the tourist destinations in Indonesia. It is not only related to its history, but also holds a number of tourism potentials from its alluring natural scenery, shopping tours, to culinary tours. West Sumatra original souvenirs and souvenirs are an inseparable part of the experience while traveling. However, tourists still find it difficult to find a good outlet or shop, close to tourist sites, and find information related to souvenirs and souvenirs in West Sumatra. For this reason, a GIS-based gift and souvenir travel application was built. Geographical Information System for souvenirs and souvenir tours was built in several stages, namely the system analysis stage, the system design stage, the implementation stage and the testing phase. The map design in the system uses the Google Maps API and the software used in building this application is the programming language HP (Pear Hypertext Prepocessor), JavaScript, jQuery, XAMPP database and Adobe Dreamweaver. Presentation of information on the web includes information on tourism objects, culinary gifts and souvenirs or souvenirs
PENERAPAN BLENDED LEARNING DENGAN MOODLE DAN MEDIA WEBSITE DALAM PEMBELAJARAN JURNALISTIK DARING

Learning to write news in online journalism courses in the Indonesian Language and Literature Education Program, University of Muria Kudus is difficult for students. Students also have difficulty uploading articles on online news portals. To overcome this problem, online journalism learning implements blended learning, which combines face-to-face learning and online learning with Sunan's e learning using the Moodle application and the online news portal website media, kudusnet.com. This research is a classroom action research. The research subjects were 19 students who took online journalism courses, semester V. The data were obtained by means of test techniques, document review, interviews, and questionnaires. The results showed that the students' ability to write news with the percentage of student completeness reached 52.6% in the first cycle, in the second cycle it increased to 89.5%. The ability of students to post articles on the website has also improved.
PENGELOMPOKAN PERLOMBAAN KSN (KOMPETISI SAINS NASIONAL) JENJANG SMP BERDASARKAN CABANG LOMBA MENGGUNAKAN METODE CLUSTERING (STUDI KASUS : DINAS PENDIDIKAN KAB.LANGKAT)

To get the KSN competition (National Science competition) grouping application contained in the data archive, the Education Office needs to have a competition grouping data system that has a structured and clear procedure that is in accordance with the vision, mission and strategy. Because in the KSN data competition that was taking place, data was only inputted manually. So here I want to make a Grouping Application to see the grouping data of the KSN competition based on the competition branch, school and district origin, it is necessary to do the application for the design of the KSN competition grouping data system. Tests carried out using the clustering method with the K-Means algorithm, it can be seen that the KSN competition group, the competition branch, from the school and the sub-district which only has the highest group and appears most frequently in the KSN competition grouping.
조리실습 온라인교육 서비스품질이 학습자 만족과 학습지속의도와의 관계 연구

Due to the pandemic of COVID-19, online education on cooking practice has been carried out in a university that manage related departments and the issue of satisfaction and learning persistence of the students has been brought up. The purpose of this study was to measure the effect of online education service quality of cooking practice on the learners’ satisfaction and further examine the influence of this satisfaction on the learning persistence of the learners. This study was conducted using a survey of 237 student-respondents who major in cooking related departments from Septmeber 1st to October 1st, 2020. The collected data were analyzed in multiple regression analysis using SPSS 21.0 statistical program. The result demonstrates that three variables(assurance, empathy, tangibles) were adopted and other two variables(reliability, responsiveness) were dismissed about the effect of online education service quality of cooking practice on the learners’ satisfaction. Moreover, it was examined that learner satisfaction has significant influence on the learning persistence. The results of this study will present measures on providing better online practice for the students who major in cooking related departments in COVID-19 situation which will last for a long-term. Furthermore, it will provide operational implications on strategic establishment for increasing learning persistence.
Synchronous Head Movement as a Crowd-Behavior-Based Security System

Individuals react in response to internal or external stimuli, whether visual, auditory, gustatory, olfactory, cutaneous, kinesthetic, or vestibular. This behavior is not fully utilized to infer possible security incidents taking place or about to take place in a defined geographical area outside of the range or field-of-view of security systems. Sensors are in place in the form of human senses. If these natural sensors are utilized together with advances in deep learning technology, researchers will be equipped to build advanced security solutions. In this paper, we propose a security system based on the crowd behavior of synchronous head movement (SHMOV). The system provides an alert of a possible security incident if synchronous head movement occurs among a crowd in a specific area by analyzing the video stream from a camera. We assessed the proposed SHMOV system using an experiment on 20 participants in auditory, visual, and olfactory settings. This experiment demonstrated the technology's potential, with 100%, 100%, and 80% incident detection accuracy and alerts issued 9, 24, and 47 seconds after the start of each incident, respectively.