Reviewerly/exHarmony huggingface dataset:
A Comparative Analysis on Assorted Versions of Particle Swarm Optimization Algorithms: BPSO, DPSO, PSO-DE, PSO-NE and HPSO

Particle Swarm Optimization (PSO) is a meta-heuristic algorithm to determine the social behavior of different insects and to implement their optimization techniques in various real-life optimization problems. Swarms use these optimization techniques to lead their daily life for communicating with other swarms, foraging and mating activities and travelling to their destination. PSO algorithms used these methods to solve optimization problems in several fields of computer science. However, real-life problems have different parameters and problem space is not the same for all. That’s why the original version of PSO cannot be applied in every problem. PSO algorithm changed its needful features to solve new problems based on problem specification. Different versions of PSO come up with different optimization methods focusing on specific problem space. In each version, many methods or approaches have been proposed by many researchers and their optimization strategy and performance of finding an optimal solution can be different. A study on extensive analysis of different variants of PSO algorithms should have a great value for prospective researchers focusing in this field. In this research, we will explain optimization techniques of assorted versions of PSO algorithm (BPSO, DPSO, PSO-DE, PSO-NE and HPSO) and their variants. Then analyze their performance and present comparative results. We have compared the performance of each variant in terms of benchmark functions and other related algorithms. From this research, we will have acquainted which version is better for which type of optimization problems..
Authorship Attribution Revisited: The Problem of Flash Fiction A morphological-based Linguistic Stylometry Approach

This study is concerned with addressing the limitations with the authorship attribution of flash or micro-fiction. The shortness of linguistic data in texts of the kind makes it challenging for conventional stylometric authorship methods to assign disputed texts to their real authors. As thus, this study proposes a new stylometric authorship system based on morphological patterns and letter mapping properties. The assumption is that these carry unique and distinctive stylistic features that can be usefully used to recognize possible authors of disputed texts. The study is based on a corpus of 259 flash fiction stories written in Arabic. Cluster analysis was for grouping documents that have shared linguistic features together. Results indicate that all texts were successfully matched with their real authors. It can be concluded that morphological information can be usefully used for improving the performance of authorship attribution and detection in Arabic texts due to the unique stylistic features of the affixation processes in Arabic. Controversial texts in Arabic can thus be assigned to their authors based on detecting stable morphological patterns with reliable authorship performance.
Implementing Jigsaw Strategy to Enhance Students' Reading Comprehension

The objectives of this research are to describe how the use of jigsaw strategy can increase the students’ reading comprehension and to identify the students’ attitude toward the use of jigsaw strategy in reading class. The subject of the research was the eleventh-grade students of Islamic High School in Boyolali. The research was a classroom action research. The researcher found two improvements: First, the students’ reading comprehension skill improved after the implementation of the jigsaw strategy. It is proved by the result of the students’ mean score of the test that is 43 in pre-test and 55 in post-test 1 and 65 post-test 2. It means that there is an enhancement of the students’ reading comprehension achievement after the action. Second, the students’ attitude toward the use of jigsaw strategy can enjoyable and actively involved in the learning process. They can process the information, construct the understanding, apply knowledge, and solve problems better and also they can share their knowledge and help each other in the learning process. They also discipline and respect to others during the learning process. It means that their aspects of attitude, such as cognitive, affective, and behavior are improved.
THE INFLUENCE OF GIVING AND GETTING FEEDBACK STRATEGY TOWARDS STUDENTS’ WRITING ABILITY AT THE ELEVENTH GRADE OF SMA NEGERI 2 TULANG BAWANG TENGAH IN ACADEMIC YEAR OF 2020/2021

This research aimed to know the influence of Giving and Getting Feedback Strategy towards students’ writing ability. In this research the writer used experimental method. The population was 126 students in 5 classes. The sample was taken by using cluster random sampling technique. The writer took two classes as the sample of research, the first class was XI IPS 3 as experimental class, there are 25 students and the second class was XI IPS 2 as control class, there are 24 students. It consisted of 59 students. In collecting the data, to measure students writing ability, the writer used writing test. In calculating the data analysis, the writer used t-test formula. Based on the data analysis, the writer got the result thatHa was accepted. It was obtained that ttest that was higher than ttable with significance level 5% and 1% (3.58>2.00>2.66). So, Ha was accepted. It means that there was significance influence of Giving and Getting Feedback Strategy towards Students’ Writing Ability at the Eleventh Grade of SMA Negeri 2 Tulang Bawang Tengah in Academic Year 2020/2021. Then, the averange  score of strudents’ writing ability who was taught through Giving and Getting Feedback Strategy was higher than was taugh through direct instraction. It was 74 > 67.08. Based on the result of the research, it is clear that Giving and Getting Feedback Strategy can improve students’ writing ability.
On the "Close" Technique of Treble

The "close" technique of treble is an important method to solve the difficulty of singing treble. This paper focuses on what is the "close" technique of treble, how to carry out the "close" technique of treble, and how to use the "close" technique of treble in popular songs.
IN THE CHRONOPHARMACOLOGY OF DRUGS AND MEDICINAL SUBSTANCES

Chronopharmacology of modern medicine is a science that varies in the pharmacological activity of different treatments on organic time and endogenous balance. It manages to check for rapid changes in the process of assimilation, distribution, digestion and elimination due to the timing of the treatment process. This knowledge aims to reach the system at the highest level of sensitivity and thus reduce the dose and minimize side effects. may lead to an improvement in reception time. Such application of chronopharmacology improves treatment with existing drugs.
Syntactic Structured Framework for Resolving Reflexive Anaphora in Urdu Discourse Using Multilingual NLP

In wide-ranging information society, fast and easy access to information in language of one's choice is indispensable, which may be provided by using various multilingual Natural Language Processing (NLP) applications.Natural language text contains references among different language elements, called anaphoric links.Resolving anaphoric links is a key problem in NLP.Anaphora resolution is an essential part of NLP applications.Anaphoric links need to be properly interpreted for clear understanding of natural languages.For this purpose, a mechanism is desirable for the identification and resolution of these naturally occurring anaphoric links.In this paper, a framework based on Hobbs syntactic approach and a system developed by Lappin & Leass is proposed for resolution of reflexive anaphoric links, present in Urdu text documents.Generally, anaphora resolution process takes three main steps: identification of the anaphor, location of the candidate antecedent(s) and selection of the appropriate antecedent.The proposed framework is based on exploring the syntactic structure of reflexive anaphors to find out various features for constructing heuristic rules to develop an algorithm for resolving these anaphoric references.System takes Urdu text containing reflexive anaphors as input, and outputs Urdu text with resolved reflexive anaphoric links.Despite having scarcity of Urdu resources, our results are encouraging.The proposed framework can be utilized in multilingual NLP (m-NLP) applications.
Musically-acoustic Thesaurus as Spatial Dimension of Cognitive Process

The article considers musically-acoustic thesaurus of collective and individual, a complex structure, which composition of multiple parts is effectuated by multiple channels of receiving information from the outside and ways of manipulation with it, that is turning of separate facts into systematic knowledge stored in memory. This structure consists of two groups with duplex connection. The first one is the knowledge of the world as a sonic phenomenon and of human auditory activity, as well as of the experience of absorbing the information received, principles of manipulation with it, overall – fulfills inherent inclination of individual towards usage of auditory images as a requirement for appearance of musical ones. All the sonorities are bracketed in two groups: extra-musical and musical itself. The latter group consists of musical units of acoustically-sonic environment, having utility, practical significance for a person, allowing orientation in given spacetime. At the same time, they are potentially opened to emotional experiences and aesthetic approach towards them. Acoustically-sonic environment possesses basic traits of organization, being reflected in mind by such characteristics as cyclicity, variability, combinationalism, montage structure, simultaneity, interdependency of “shape” and “background”. In a thesaurus of a collective and individual external environment is imprinted in two ways: as undifferentiated background noise and as separate units, creating relief. The memory contains them both, creating thus sonic image of the world. The knowledge, appearing thus, is stored in thesaurus in compressed type, acquiring its full and kinetic form in cases of contact with reality.
Elective Ensembling Methods (Eem) On Classification Using Data Anonymization For Health Care Data

Enhancing the classification performance mostly used ensemble classification techniques. Research studies shows that classification through ensembling techniques shows the good classification concert in dynamic model representation in data anonymization approach. This paper we propose a elective ensembling methods based on the dynamic model data anonymization (EEM-DM-DA). This proposed technique enable to understanding the numerous trials met in privacy preserving data mining and also support us to discover best appropriate technique for numerous data modification techniques. The proposed anonymization technique can simultaneously disturb attributes presenting in the elected dataset. This can increase the diversity among different classifiers. Tentative stage of EEM-DM-DA is compared with the existing ensemble methods on maximum UCI data sets, where the SVM classification algorithm is used to train the ensemble classifiers. Proposed EEM-DM-DA technique results provides competitive solution for elective ensemble Method.
AN ASSESSMENT INTO WOMEN POLITICAL PARTICIPATION IN MALAYSIAN DEMOCRATIC GOVERNANCE

This study assessed the state of women political participation in Malaysian democratic governance. Using descriptive qualitative method, secondary resources like academic books and journal articles, as well as liberal democratic theory as a parameter for analysis to create linkages forsound conclusion, several results emerged. Emerged results disclosed that Malaysian women from the 1957 independence, enjoy their right to vote and contest during elections. Article 8(2) also guaranteed gender equality and avoidance of discrimination or marginalization of citizens including women in their pursuit of political life. Results also showed upward movement or increase in the number of Malaysian women who occupy prominent political offices like the Deputy Prime Minister, Parliamentarians, Members of the Cabinet, Anti-corruption Head, Ministers and Deputy Ministers after the 2018 general elections. Notwithstanding the above upward movement in representation, result also showed that Malaysian women still face a lot of challenges in pursuing their political interest. These challenges as disclosed include male dominance emanating from cultural and religious beliefs, lack of family and spouse supports, poor financial support, absence of political training and marginalization from political parties. The negative indices work against women and must be addressed. They are against the ethics of the liberal democratic theory. To address them, the political leaders must adhere to the constitution and the Beijing Conference 30% advocacy to give Malaysian women their rightful place in politics. The study would benefit the political leaders, women, and researchers. There is the need to also study women political representation in other countries of Asia.
PENDEKATAN PENGAJARAN BERMAIN DI BILIK DARJAH DALAM KALANGAN GURU PRASEKOLAH

This study aimed to explore the teaching approaches preschool teachers based on management aspects of teaching in the classroom. This study is a case study, of qualitative nature. A total of four preschool teachers were involved under the Ministry of Education. Data were collected through interviews protocol, the protocol of observation and analysis of the contents of documents in four months. The data are based on the recommendations of Miles & Huberman (1994). The results showed that pre-school teachers mastered the management of the administrative aspects of teaching but do not have a clear understanding of teaching approaches and the integration of all the aspects in teaching from KSPK. Participants are no longer using the teaching-learning approach through play but have changed as formal teaching such as the standard one teaching approach. Indirectly, the teaching approaches recommended by the Ministry of Education (MOE) are less applied in the classroom.
EVALUASI PEMANFAATAN MEDIA E-LEARNING DENGAN MENGGUNAKAN MODEL ASSURE PADA PEMBELAJARAN PENDIDIKAN AGAMA ISLAM SMK 17 AGUSTUS 1945 SURABAYA

This study aims to determine the effectiveness of the benefits of e-learning media using the ASSURE model in Islamic Religious Education learning at SMK 17 Agustus 1945 Surabaya. This research is a descriptive quantitative research. The sample in this study was class X majoring in RPL SMK 17 Agustus 1945 Surabaya totaling 20 students. The data collected in this study were through questionnaires and interviews and then analyzed descriptively. Respondents of this study were teachers and students of SMK 17 Agustus 1945 Surabaya who were directly involved with e-learning. The results of this study indicate that the implementation of e-learning learning at SMK 17 August 1945 Surabaya is in accordance with the quality standards of the implementation of e-learning in the planning and design components of making learning materials with a tendency of 34.60% for the delivery of e- learning components with a tendency of 34.7%. %, and in the learning component with the ASSURE model, with a tendency of 44.3% and it is known that the minimum and maximum scores of the two variables of the use of e-learning media are 31 and 46 respectively. While the minimum and maximum scores of learning using the model ASSURE are 13 and 24 respectively. With this it can be concluded that the evaluation of the use of e-learning media with the ASSURE model is good and effective in applying to learning by paying attention to the procedures for implementing e-learning in schools.
SUMBER IDE SIPUT GONGGONG DALAM PENCIPTAAN BUSANA PESTA MUSLIM

This study aims to create Muslim party fashion with the idea of gonggong snails and to know the results of respondents to the fashion made. This research is descriptive. Data collection techniques used through questionnaires and documentation are used to measure the response of adolescents to Muslim party fashion made. Data analysis techniques using descriptive data analysis. From the results of the research obtained Muslim party fashion with details, namely: in the form of Muslim dresses made of Gonggong batik fabric and bridal satin fabric. Batik gonggong blends dark brown and cream colour, fine-textured and luxurious impression, combined with a golden brown satin bridal cloth whose texture is shiny and a bit thick and stiff to make peplum that resembles a snail shell, gonggong so it is suitable for Muslim party fashion. In addition, the addition of a belt decoration sprinkled with beads and sequins with the source of the idea of snail bark looks suitable. The results of the poll analysis of respondents stated 95% there is design conformity, 100% stated there is a conformity of colour, and 95% that states look good for the resulting party dress
Pelatihan Penggunaan Aplikasi Pembelajaran Daring Bagi Siswa di SMP Negeri 18 Makassar

This program aims to train and develop students' knowledge at SMP Negeri 18 Makassar about the use of online learning applications which are currently one of the important elements that must be used in online learning during a pandemic. The method used by the service team in carrying out this program is to hold training seminars accompanied by a little practice as well as using simple questionnaires to see the responses of trainees toward the training they are participating in. The result, based on the questionnaire given to the respondents, it can be concluded that the training given to the participants has a positive impact in which the participants' knowledge about the applications being taught increase.
Penerapan Eco Dayah pada Instalasi Air Wudhu di Dayah Baitussyura Al-Aziziyyah Kecamatan Blang Mangat Kota Lhokseumawe

Water plays a very important role in human life, that role can seen from the level of human needs in use in daily activities one of which is for ablution. Dayah Baitussyura Al-Aziziyyah who is a partner of community service activities is one of 9 dayahs / pesantren in the Lhokseumawe city area. Dayah Baitussyura Al-Aziziyyah is located on Jalan Cot Sabong, Brimob Company, kilometer 5, Gampong Jeulikat Village, Blang Mangat District, Lhokseumawe City. The problem that must be resolved in this activity is Dayah Baitussyura Al-Aziziyy does not have a good ablution installation. Ablution is done so far by drawing water directly from the well or performing ablution in the ablution tub in the mosque. Besides that, the use of electricity is quite large due to wastefulness when filling water into the container. The dedication activity that will be implemented at Dayah Baitussyura Al-Aziziyyah aims to create an eco dayah at Dayah Baitussyura Al-Aziziyyah. Eco dayah is a program that aims to create an environmentally friendly dayah. The method used in this activity is a participatory and collaborative method in which all elements of dayah and santri management participate in activities such as planning, fabrication of storage tanks, installation of water level control devices, making ablutions, installation of ablutions, installation of operation and maintenance of installation clean water treatment. From the results of the activities carried out it can be concluded; a water installation and representative ablution facility have been built with a dual function drainage design. A water level control device has been installed in the reservoir. Partners have been able to use clean water efficiently and effectively, this is the beginning of the eco dayah program, which is towards an environmentally friendly dayah. The use of electric power for the use of water pumps will be more efficient. The dayah community understands how to maintain clean water installations
Deep Learning Based Query Expansion for Content Relevance Tracking

Search engine ads, which constitute an important part of digital advertising expenditures, are formed by defining keywords to specified ad sets and directing them to the relevant pages. It is very important in terms of ad conversion that the content of the target ad page is compatible with the word set and targets the needs of customers that may change over time. On the other hand, the size of the landing page volume and the high speed of content change cause query and page matching problems. It is time-consuming and costly to evaluate each ad set one by one to detect incorrect matches and ensure correct matches. In this study, a new method called Query-Page Matching Model (QPMM) has been developed that evaluates matches between search engine ad sets and target page content. QPMM uses Deep Neural Networks (DNN) and Named Entity Recognition (NER) methods to calculate the match score between query-page groups. According to the results, the NER model achieved 0.94 F1 score in the labeled data set consisting of nearly 16,000 samples, increasing the performance of the SSEM. The DNN model used in the study enabled the system to produce a successful semantic matching score by obtaining 0.56 ROUGE-1 score.
The Bull or Bear Characterization of Bitcoin Market Conditions

The bear and bull market conditions have attracted a lot of attention as economic phenomena, thus characterizing the bitcoin markets as bullish or otherwise bearish goes a long way in describing the behaviour of the market. However, this paper will use the regime switching method to identify the turning points of the Bitcoin market conditions, predict the bull and bear Bitcoin market conditions and also emphasize the properties of the bear and bull market conditions that would aid investors in making the right investment decisions.
The Trade Secrets Directive — Hungary

Civil protection of Trade Secrets is provided by Act LIV of 2018 (Trade Secret Act), effective from 9th August 2018, which implemented Directive (EU) 943/2016 (Trade Secrets Directive) with the Civil Code and the Code of Civil Procedure applicable in a subsidiary manner. The Trade Secret Act follows the concept of other intellectual property sectoral laws, such as the Patent Act, the Trademark Act, etc. in terms of providing protection for trade secrets. In this structure, the property law character of trade secret is dominant as opposed to its the earlier dogmatic position as a type of personality rights.