Reviewerly/exHarmony huggingface dataset:
Abnormal Crowd Detection in Public Places using OpenCV and Deep Learning

Abstract: The rapid development of object detection algorithm as led to its widespread application in security, such as facial recognition and crowd surveillance. However, real-time tracking of an individual is very challenging, especially in crowded places where the person might be in part or entirely occluded for some period. Hence, this paper objective is to create abnormal activity detection in public places focusing only on people. This system does not just detect a person in real-time but in addition, uses the information it as learned to track the trajectory of the person until they exit the frame of the camera. The system uses the algorithm called YOLO for the person detection. The system was able to successfully detect the abnormal activity in public places and detect crowded group of people in live
A Linguistic Communication Interpretation Wearable Device for Deaf and Mute User

There is a segment of society, which does not have access to today’s sophisticated acoustics, but gesture-based sign language, such as using the hands or the shoulders of the eyes, can be a vital tool for making sure their audio is audible. The most widely used sign language in the world, known as ALC—American Linguistic Communication—varies slightly depending on the nation. Deaf and mute people can communicate effectively by using hand gestures to convey their message. The wearable good glove we developed for this study will translate ALC motions into the proper alphabets and words. It makes use of a glove with a number of flex sensors on the fingers’ distal and proximal interphalangeal joints as well as the metacarpophalangeal joint to detect finger bending. The complete system is divided into three units: a wearable hand glove unit with a flexible device that records user-created ALC gestures, a processing unit in charge of taking sensor data, and a final unit that uses a machine classifier to identify the appropriate alphabet. In order to receive known alphabet data in text form through a wired channel via the mobile “Sign to Speech App,” which presented that text data into this app, the smartphone unit is linked to the processing unit. Its user-friendly design, low cost, and availability on mobile platforms give it an edge over traditional gesture language techniques.
Analysis of Campus Performance Measurement of Indonesian College of Economics Using Balanced Scorecard

Abstract— This study aims to determine the performance of the Indonesia College of Economics (STEI) with balanced scorecard in a financial perspective, customer perspective, internal business process perspective and learning and development perspective.This research method is quantitative descriptive method. The object of this research is the STEI campus, with the sample selected using the purposive sampling method, namely by determining that the sample is the party that can provide information about the desired data. The sample of this study consists of the financial section for secondary data in the form of 2017 and 2018 financial statements for the financial perspective, while for the customer perspective is students, the sample for internal business process perspective is STEI's permanent and non-permanent lecturers and the learning and growth perspective is STEI's employees . This data analysis technique is common size and uses descriptive statistical methods, namely the validity and reliability tests used to test the research questionnaire.The results of this study indicate that the performance of STEI in a financial perspective is good because it has reached the target set, from the perspective of the customer that the performance of STEI is said to be good, this is seen from the average value of statement items on the customer's perspective that shows the answers of student respondents tend to agree with the answers and have a good interpretation. While from the perspective of internal business processes STEI performance is said to be good, this can be seen from the average value of the question items on the perspective of internal business processes which show respondents' answers tend to be answers agree and have good interpretations. As well as the learning perspective and the development of a good STEI performance, this can also be seen from the average value of the question items on the learning and growth perspective which shows the respondents' answers tend to be the answers agree with and have good interpretations.&#x0D;
Lower Bound Founded Logic of Here-and-There

A distinguishing feature of Answer Set Programming is that all atoms belonging to a stable model must be founded. That is, an atom must not only be true but provably true. This can be made precise by means of the constructive logic of Here-and-There, whose equilibrium models correspond to stable models. One way of looking at foundedness is to regard Boolean truth values as ordered by letting true be greater than false. Then, each Boolean variable takes the smallest truth value that can be proven for it. This idea was generalized by Aziz to ordered domains and applied to constraint satisfaction problems. As before, the idea is that a, say integer, variable gets only assigned to the smallest integer that can be justified. In this paper, we present a logical reconstruction of Aziz’ idea in the setting of the logic of Here-and-There. More precisely, we start by defining the logic of Here-and-There with lower bound founded variables along with its equilibrium models and elaborate upon its formal properties. Finally, we compare our approach with related ones and sketch future work.
UPAYA PENINGKATAN KEMAMPUAN GURU UNTUK MENGGUNAKAN MEDIA PEMBELAJARAN DALAM PROSES PEMBELAJARAN MELALUI SUPERVISI AKADEMIK KEPALA SEKOLAH SD NEGERI 63 PEKANBARU

This study aims to help improve the competency of 63 Pekanbaru Elementary School teachers in the field of operating media in the learning process so that students are able to achieve minimum completeness criteria. As the subject in this study, elementary school teachers were horrified by 63 new sensitivities, totaling 13 people. The formulation of the problem in research I is whether the ability to use instructional media by teachers of SD 63 Pekanbaru can be improved through the academic supervision of the principal ?. The technique of data collection is done by filling in the observation sheet during the research action process by the supervisor so that qualitative data will be obtained as a result of research with performance indicators said to be successful if the average score is ≥75. The results of the study in cycle 1 obtained a percentage with a percentage score of 73% with a fairly good classification in the classification range (71–80). In the second cycle the percentage of success was obtained with a percentage score of 85% with a good classification in the classification range (81-90). Reflections on cycle 2 activities were successful because 85 were above the performance indicator&gt; 75. The increase in understanding of the use of learning media from cycle I to cycle II. Weaknesses in the first cycle after being corrected in cycle II and reached a perfect level so that it can improve satisfactory results with good classification. Thus through academic supervision by the principal can improve the ability of teachers in understanding and using learning media in the SDN 063 Pekanbaru school "accepted".Keywords: Learning Media, Academic Supervision of Principals.
A Socially-Aware Perspective to Understand and Fight Violence against Children and Adolescents

In challenging design contexts, such as the violence against children and adolescents, considering human values is critical as they influence people's social and cultural lives. Considering values when understanding a social problem is not a trivial activity due to the difficulty of working with abstract concepts, the complexity of people's lives, and the lack of artifacts and recommendations to support designers in this task. Drawing on the Socially Aware Design, this paper describes the use of value-oriented artifacts to understand the problem and to identify requirements for systems design against child violence. As a result, the problem of child violence is characterized in a socially-aware manner, and propositions of value-oriented requirements for a solution are raised.
A Graph Knowledge-base for Auditing Human Resources Public Management

Given the growing volume of data that is generated in the public sector, new payroll audit models are created. Payroll is a sensitive area and requires assertive processes in its operations. The formal verification of public rules, in a knowledge base, aims to demonstrate the conformity of public acts in relation to the respective legal norms. In this paper we build a knowledge base of public acts from the extraction of information contained in a 9-year series of a official gazette. With this, we can audit the participation of public servers in technical committees through SPARQL queries in a knowledge base such as RDF graphs.
The Effects of Youth Activities and Self-esteem on the Academic Helplessness: Focusing on The Mediated Effect of Grit

Objectives The purpose of this study is to explore the structural relationship of the effects of youth activities and self-esteem between the academic helplessness through the mediating effect of the grit of middle school students, and analyze the direct and indirect effects between variables.&#x0D; Methods For this purpose, the 2020 survey data of the Korean Children and Youth Panel Survey 2018 (KCYPS 2018) were used, and 2,384 students for the 3th grade at middle school were selected for the study. The structural equation modeling was applied to the dataset.&#x0D; Results The results are as follows: First, the youth activities and self-esteem had a negative effect on academic helplessness. In addition, the grit had a significant direct effect on academic helplessness. Second, the effect of youth activities on academic helplessness is futher strengthened by grit as a mediator. Finally, the effect of self-esteem on academic helplessness is futher strengthened by grit as a mediator.&#x0D; Conclusions Based on these main results, it is necessary to recognize and improve the necessity of youth activities, self-esteem, and grit to lower academic helplessness. and provide various youth activities programs, self-esteem and grit promote program for middle school students.
Dataflow Optimization through Exploring Single-Layer and Inter-Layer Data Reuse in Memory-Constrained Accelerators

Off-chip memory access has become the performance and energy bottleneck in memory-constrained neural network accelerators. To provide a solution for the energy efficient processing of various neural network models, this paper proposes a dataflow optimization method for modern neural networks by exploring the opportunity of single-layer and inter-layer data reuse to minimize the amount of off-chip memory access in memory-constrained accelerators. A mathematical analysis of three inter-layer data reuse methods is first presented. Then, a comprehensive exploration to determine the optimal data reuse strategy from single-layer and inter-layer data reuse approaches is proposed. The result shows that when compared to the existing single-layer-based exploration method, SmartShuttle, the proposed approach can achieve up to 20.5% and 32.5% of off-chip memory access reduction for ResNeXt-50 and DenseNet-121, respectively.
A CONTRASTIVE ANALYSIS BETWEEN ENGLISH AND BATAK TOBA LANGUAGE IN VERBAL AFFIXES

Indonesia is one of the largest countries in the world which consists of various islands and tribes. One of the tribes is the Batak Toba. Batak Toba is a native tribe originating from North Sumatra because most of the Batak Toba people live in North Sumatra. In this journal the author discusses a comparative between verbal affixes in English and Batak Toba Language. Which is English such as the source and Batak Toba Language as the target language. This article aims to determine the difference between verbal affixes in English and Batak Toba Language. The implement used is documentation and reading several other articles correlated to verbal affixes in English and Toba Batak Toba Language. Data were analyzed using descriptive analysis comparative studies. The research technique used is descriptive analysis to discovery the differences Verbal Affixes between English and Batak Toba Language. The findings reveal that the comparison of verbal affixes in English and Batak Toba Language in the recount text provided shows that the types of verbal affixes in English and Batak Toba Language are different. Verbal affixes in English and Batak Toba Language have differences, namely in English there are 3 types of affixes, namely, prefixes, suffixes, and infixes and these three types have more types in them. While in Toba Batak language there are 4 types of affixes, namely prefixes, suffixes, infixes, and confixes.
Neural Networks Track the Logical Complexity of Boolean Concepts

Abstract The language of thought hypothesis and connectionism provide two main accounts of category acquisition in the cognitive sciences. However, it is unclear to what extent their predictions agree. In this article, we tackle this problem by comparing the two accounts with respect to a common set of predictions about the effort required to acquire categories. We find that the two accounts produce similar predictions in the domain of Boolean categorization, however, with substantial variation depending on the operators in the language of thought.
HIGHER EDUCATION AND ECONOMIC GROWTH: AN EMPIRICAL STUDY OF PAKISTAN

Generally, Education is considered as human capital which is contributing positively to economic prosperity and growth. The research paper attempts to identify a relationship between different disciplines of higher education and economic development of Pakistan for the period of 1990-2017 using the Cobb-Douglas production function. The application of ordinary least square methodology examined the long-run relationship between higher education and Pakistan’s economic development. The empirical study found that in the long-run higher education has strong impact on economic growth of Pakistan. Seven academic disciplines are selected to observe the impact of educational categorization i.e. Medical, Engineering, law, commerce, home economics, Education, and Agriculture. Estimated results revealed a positive and significant impact of getting higher education on Pakistan’s economic growth where the role of engineering and medical sciences was found prominent among all of the selected disciplines with respect to economic development. The findings of the study validate the assumption that human capital and economic growth are strongly correlated in Pakistan in the long run. However, there is a dire need to focus on research and development to enable the country to face competitiveness in the contemporary world and to adopt to the robust technological innovations. Research and Development institutions in Pakistan should pay attention on high-tech and scientific research so as to expedite economic development in the country.
Effets de la Corruption Sur L'activité Bancaire en Afrique Subsaharienne (AFSS)

This paper analyses the effect of corruption on bank lending activity on a sample of 302 private banks from 25 countries in sub-Saharan Africa over the period 1995 to 2018. Using the generalized moments method, we find a negative effect of corruption on bank credit on the one hand, and a positive effect of corruption on non-performing loans on the other hand. This negative effect is empirically verified even if the heterogeneity linked to membership of a regional economic community in which integration is deep (ECOWAS) and membership of the CFA Franc zone is taken into account. These results suggest that anti-corruption policies are crucial in reducing the negative spillover effects generated by a poor institutional environment on access to bank lending and the quality of bank credit.
Growing Networks – Modelling the Growth of Word Association Networks for Hungarian and English

In the new era of information and communication technology, the representation of information is of increasing importance. Knowing how words are connected to each other in the mind and what processes facilitate the creation of connections could result in better optimized applications, e.g. in computer aided education or in search engines.&#x0D; This paper models the growth process of a word association database with an algorithm. We present the network structure of word associations for an agglutinative language and compare it with the network of English word associations. Using the real-world data so obtained, we create a model that reproduces the main features of the observed growth process and show the evolution of the network. The model describes the growth of the word association data as a mixture of a topic based process and a random process.&#x0D; The model makes it possible to gain insight into the overall processes which are responsible for creating an interconnected mental lexicon.
Color distortion and edge feature for perceptual quality assessment

The color distortion effect has an important impact on the perceived quality, which is ignored in previous related works. Unified with the color distortion outcome and edge similarity, a new full-reference image quality assessment was proposed named the gradient similarity-based distorted pixel and deformed color measure (GDCM). The components RGB of the color image are converted into image coded in YIQ color space. Then, Ruderman operators and the gradient images are calculated from the Y component. I and Q elements are used to identify the color distortion. Finally, the previous results are combined to compute the ultimate measure. Experimental results on databases illustrate that the GDCM performs very well.
HUBUNGAN ANTARA EMOTIONAL INTELLIGENCE DENGAN SEMANGAT BELAJAR PESERTA DIDIK KELAS VIII DI MTs SRIWIJAYA KECAMATAN BANDAR SRIBHAWONO KABUPATEN LAMPUNG TIMUR PROVINSI LAMPUNG

This study focuses on several triggers that give encouragement or encouragement to improve learning outcomes based on students' emotional intelligence and motivation in class VIII students at MTs Sriwijaya, Desa Sadar Sriwijaya, Kec. Bandar Sribhawono, Lampung Province.In this study, researchers used a quantitative formula from the results of the questionnaire whose results were processed in a correlation formula with multiple correlations, namely emotional intelligence and learning motivation which were independent variables with the learning outcomes of MTs Sriwijaya students which were the dependent variable, this research was included in the type of correlation research. by using the following formula: Ry.12 = √
MEMBANGUN KONSISTENSI BELAJAR MELALUI SELF CONTROL DAN SELF CONSCIOUSNESS

Consistent with oneself is not easy as it said that the ups and downs of consistency in individuals often become problematics in life, especially in learning. Developing consistency in learning is quite difficult to be realized in humans. The problem is also felt by the writer. Weak consistency in learning will have a negative impact on humans, especially for the younger generation. There are several things that can be done in building consistency of learning, namely through self control and self consciousness.This research is a type of library research method used is data management and data sources using documentation studies, observations of books, paper articles, journals, magazines, internet, or matters that are relevant to the main topic of research, and analyze data. The purpose of this paper is to provide more motivation for the main reader for the writer in building consistency in learning with humans. By using library research, the writer can conclude that it turns out that self control and self consciousness can build consistency in learning. Because with self control and self consciousness is able to bring up control of yourself and be able to bring up self-awareness so that it is easier to motivate someone in building a consistent human learning.
Impact of service-learning in the training of university students

Given the existence of inequality gaps in Latin America and a growing need of students in social issues, many institutions have seen as convenient the development of a pedagogical methodology based on service-learning as an effective alternative to these needs. This study aims to identify the impacts of service-learning programs on the training of university students. The methodology is composed of a bibliographic review of articles published on the impact of service-learning on university students. The research is specific and critical, the procedure followed was: select articles, identify relevance, synthesize information, group according to similarity and identify variables or factors associated with the study of the topic, thus selecting 30 articles related to the research objective, finally the information was organized in a matrix, then those with similar inquiries and conclusions were selected and grouped. The analysis allows us to conclude that service-learning produces positive and significant impacts at the academic and cognitive, civic, vocational and professional, ethical and moral, personal and social levels, generating professionals with comprehensive training with greater skills and abilities for better job performance.&#x0D;
The The Realization of Interpersonal, Ideational, and Textual Meaning in Graduate Studentsâ€™ Research Paper

Systemic Functional Linguistics offers a model of approach in analyzing discourse concerning to reveal how language is used to negotiate meaning. Research paper, also known as research article presents studentsâ€™ work in a process of academic which involving studentsâ€™ understanding and interpreting knowledge in applying knowledge in a certain phenomenon. Therefore, this study aimed to explain the realization of Interpersonal, Ideational, and Textual Meaning in graduate studentsâ€™ research paper. Descriptive qualitative research design was used in this study with ten research papers form graduate students of English language education program in Universitas Negeri Semarang were taken as the subject of analysis. Mood, Transitivity, and Theme analysis was used to achieve the data analysis. The findings revealed that the meanings were realized by the studentsâ€™ language choice. Interpersonal meaning realized in the research papers showed that the research papers were carrying the speech role as giving information. Moreover, the students took role as the information giver in the third person point of view. Ideational meaning realized in research papers showed that the students presented their experience in state of being and doing through relational process and material process with help of other process types, participant roles and circumstances to support their presenting. Textual meanings were realized through the use of theme structure by giving high concern on the subject of the clause as the main delivered message point. The realization of the meanings also could give benefit to students in having the guideline when they are proposed to write research paper.
Effectiveness of a Self-Instructional Module (SIM) on the Knowledge of Teachers on Emotional and Behavioral Problems (EBP) among School Children of Selected Schools in Goa

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