Reviewerly/exHarmony huggingface dataset:
Hybrid Feature Selection Method for Improving File Fragment Classification

Identifying types of file fragments in isolation from their context is an essential task in digital forensic analysis and can be done with several methods. One common approach is to extract various types of features from file fragments as inputs for classification algorithms. However, this approach suffers from dimensionality curse as the number of the extracted features is too high, which causes the learning and classification to be both inefficient and inaccurate. This paper proposes a hybrid method to address this issue by using filters and wrappers to significantly reduce the number of features and also improve the accuracy of file type classification. First, it uses and combines three appropriate filters to filter out a large number of irrelevant and/or less important features, and then some wrappers to reduce the number of features further to the most salient ones. Our method was tested on some benchmark datasets - GovDocs, and the experimental results indicated that our method was able to not only reduce the number of features from 66,313 to 11–32, but also improve the accuracy of the classification, compared with other methods that used all the features.
Generative Adversarial Networks in Text Generation

The Generative Adversarial Network (GAN) was firstly proposed in 2014, and it has been highly studied and developed in recent years. It has obtained great success in the problems that cannot be exp ...
Conversations on the nature of reality

Annals of the New York Academy of SciencesVolume 1458, Issue 1 p. 3-4 COMMENTARY Conversations on the nature of reality Richard Rass, Richard Rass Program Director annals@nyas.org the Nour Foundation, New York, New YorkSearch for more papers by this author Richard Rass, Richard Rass Program Director annals@nyas.org the Nour Foundation, New York, New YorkSearch for more papers by this author First published: 05 December 2019 https://doi.org/10.1111/nyas.14287Read the full textAboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onFacebookTwitterLinkedInRedditWechat No abstract is available for this article. Volume1458, Issue1Special Issue: Conversations on the Nature of RealityDecember 2019Pages 3-4 RelatedInformation
Sistem Informasi Akuntansi Pemesanan dan Pembayaran (Ordering and Billing) Makanan dan Minuman Berbasis Android Pada RM. Ayam Goreng “Padamara” Purbalingga

Abstract - Ordering and billing transactions of food and beverages in a restaurant business are in the revenue cycle. Transactions in the revenue cycle have an important role for the company because from this transaction the company gets cash income. The use of information technology to support the transaction process can increase the effectiveness of the transaction process. Transactions can be processed quickly and accurately. Restaurant business can use accounting information systems to improve the effectiveness and efficiency of transaction processes in the revenue cycle. A computer-based accounting information system is needed in processing transactions. In this study, the authors developed the application of accounting information systems to process transactions in the revenue cycle for restaurant business activities. This application processes transaction data starting from ordering, payment and making revenue reports from restaurant business activities.&#x0D; Keywords: Order, Billing, Accounting Information System
Neuromarketing: A viabilidade da implementação desse recurso em pequenas e médias empresas.

In a Market so competitve, new companies and products are born in a matter of minutes, and for that reason, all the companies need to reinvent to mantain a competitive vantage. The marketing always have as main objective the creation of value to the consumer, the problem is how this value operate in the consumer subconscious. To remove this gap, the neuromarketing studies the subconscious to unravel the consumer logic. Increasingly in the global Market, this area is still Young and the costs to use the tools for research are expensive. Therefore, this article has as objective analyze the price charged of the companies of in Brazil to understand if companies with a limited budge can use the neuromarketing in their organizations. To find this information, bibliographic searches were made to understand this new area and a direct contact with the companies that perform neuromarketing researchs with the objective to budget the main tools. The findings were positive, showing that is possible to companies with a low budged to use the neuromarketing.
An exploratory study to assess the impact of mobile phone use on adolescents studying in selected schools of district Solan, Himachal Pradesh

Technology plays a major role in the life of an individual. In the present scenario, our society is acceptable to all the changes occurring in the field of communication technology. In today’s time adolescents are the most active users of these new innovations making them more technology dependent and leading to various health problems. To assess the pattern of mobile phone use among adolescents. To explore the impact of mobile phone use on adolescents. The exploratory research design was adopted.to collect the data from 398 adolescents of the selected schools of District Solan (H.P.) using the probability stratified cluster sampling technique. Data was collected by Mobile Phone Use Questionnaire and 4-point Likert scale using the self-report technique. Data analysis was done through descriptive and inferential statistics. The study results showed that the majority of adolescents (73.1%) were using mobile phones with internet access. 70.3 % of adolescents there was a moderate impact of mobile phone use, 23.4% had a mild impact and 6.3% had a severe impact. There was a highly significant association of education, gender, father’s education, and father’s and mother’s occupation; a number of siblings with the impact of mobile phone use at p >0.01 level of significance. There was a strong positive correlation of the impact of the mobile phone use with the academic performance, physical, psychological, social wellbeing and the financial state of adolescents at p> 0.01 level of significance. The results of the present study reveal that the negative impact of mobile phone use among adolescents is high so there is a need to put more emphasis on this area and possible strategies should be planned out in order to reduce this harmful effect of technology on youth.
Security Requirements Engineering: From TARA to PenTest

Cybersecurity is of a growing concern across industries. This tutorial brings the necessary underlying foundations of security requirements engineering. It will introduce to the basic requirements engineering (RE) concepts in cybersecurity, such as identifying assets, developing a Threat and Risk Analysis (TARA), deriving security requirements, and connecting them with the necessary traceability to design and test. A specific focus is given to novel test methods in cybersecurity which directly base upon RE, such as grey-box penetration testing and test-oriented requirements engineering (TORE). The tutorial will provide a hands-on case study and example from industry.
If you are coding bots that do ...

If you are coding bots that do any kind of movement, especially with sensors, you are already doing math, a lot of it, all the
Using OwnCloud and LibreOffice in supporting the making of DAPODIC REPORT books

Technological developments from time to time have rapidly increased. Progress is like cloud technology, originally people can only do install computers from home and have to store documents on storage media called hard drives, but the current storages media are online applications. So in this research aims to create an open-source service from the collaboration application Owncloud and Libreoffice to solve problems in making a DAPODIC REPORT book. In this research, a server with Linux operating system, Owncloud and Libreoffice applications will be created to solve the problem of late charging the DAPODIK report book. In the end Primary School student grades can be stored in the cloud and can be accessed by elementary school teachers and elementary school parents, parents no longer need to wait for the distribution of DAPODIK report books at the end of school and no longer need to be late to find out grades their children. Student guardians also no longer need to wait for the filling in scores derived from other teachers to be able to report DAPODIK, because with the owncloud and libreoffice applications teachers can collaborate on filling in grades in real time without having to wait.
PARENTAL EXPECTATIONS AND PRIMARY EDUCATION CURRICULUM IN NEPAL

The major aim of the present study is to study the expectation of the parents regarding the primary education curriculum. Descriptive survey method has been adopted in the present study. Conducted through survey model, this study involves semi-structured interviews with 205 parents of the primary schools children of Ramaroshan Municipality-4, Achham, Province no. 7, Nepal. According to data were analyzed through descriptive analysis technique. Results of the present study indicate that parental expectations on the objectives of primary education are mostly in conformity with the general objectives of primary education. Accordingly, majority of them even suggested teaching moral behaviours, health habits, and other as subjects. Parents complaints there is lack of  discipline in schools; low academic qualification of teachers; lack of dedication on the part of teachers; loose administration in the school; lack of supervision from the office concerned; teaching not usually done through the whole period and the school hours; ineffective teaching; too many holidays; no regular teaching in the school due to irregularity and negligence of teachers; and no emphasis on cultural and physical development of children. But a majority of the parents are unaware of interesting area of their children, interesting area of children, and reading subjecting of their children. DOI: 10.24071/ijiet.2020.040103
Student Unrest in the Indian Social Context – A Study

one must first learn to walk. The word sociology has acquired a reputation for being associated with all things negative. It does not help to see our members of parliament hurling abuses
Designing and Evaluating Rebalancing Algorithms for Payment Channel Networks

Payment Channel Networks(PCN) utilize payment channels with an established link capacity between two nodes to route transactions over multiple links to carry out transactions. Such transactions can support a blockchain due to the transactions happening off-chain, i.e., not requiring any information to be published to a ledger. PCNs can help aid in the scalability of blockchains, by moving transactions off-chain not all transactions need to be stored on the blockchain, reducing the amount of data that needs to be stored on the blockchain. Lightning is the PCN implementation that makes use of Bitcoins blockchain. As transactions occur over the network the capacity of the link may vary over time between two nodes. This change may lead to the link being only available from one side. If enough links become unavailable then processing transactions may take longer or in the worst-case scenario transactions may no longer be feasible in the network. To help avoid these short-comings in PCN strategies can be designed in path-based transaction algorithms to help keep links capable of handling transactions bidirectionally. This work presents two such algorithms, the Passive Merchant and Active Merchant. Additionally, two synthetic data-set models are proposed to help evaluate the effectiveness of the Merchant algorithms, due to a lack of data-sets in this field. In the evaluation two different topologies are examined to evaluate the impact a graph has on the success rate of transactions within a PCN. The evaluation of the The Merchant algorithms is simulation based, experiments evaluated how different algorithms effected the success rate of transactions. The simulation did indicate that the algorithms were able to help increase the success rate of transactions, up to 8%. As these algorithms are embedded in the transaction process of a payment the algorithms are a first of there kind, other solutions have been proposed for rebalancing as a separate protocol. In addition to being the first to propose transaction embedded rebalancing algorithms, no other synthetic data-set models for PCN have been proposed. The synthetic data-set models may allow this area of research to be have constant data-sets that are used to evaluate the effectiveness of path-based transactions.
Reinforcement Learning for Computer Generated Forces using Open-Source Software

The creation of behavior models for computer generated forces (CGF) is a challenging and time-consuming task, which often requires expertise in programming of complex artificial intelligence algori ...
SQL PLANET - A GAME PROPOSAL TO TEACH SQL LANGUAGE

Appears in: ICERI2019 Proceedings Publication year: 2019Pages: 4372-4377ISBN: 978-84-09-14755-7ISSN: 2340-1095doi: 10.21125/iceri.2019.1095Conference name: 12th annual International Conference of Education, Research and InnovationDates: 11-13 November, 2019Location: Seville, Spain
Data-Parallel High-Precision Multiplication on Graphics Processing Units

In this article, we consider parallel algorithms for high-precision floating-point multiplication on graphics processing units (GPUs). Our underlying high-precision format is based on the residue number system (RNS). In RNS, the number is represented as a tuple of residues obtained by dividing this number by a given set of moduli. The residues are mutually independent, which eliminates carry propagation delays and introduces parallelism in arithmetic operations. Firstly, we consider a basic algorithm for multiplying high-precision floating-point numbers. Next, we provide three parallel GPU implementations of this algorithm in the context of componentwise vector multiplication. Experiments indicate that our implementations are several times faster than existing high-precision libraries.
Determination of mathematics teachers’ opinions related to response and solution-based software in secondary education institutions

This paper analyses the challenges and opportunities of E-banking in Bangladesh. It also discusses the success of E-banking in small-to-midsized enterprise (SMEs) of Bangladesh and gives a reliable assessment of Bangladesh’s present E-banking infrastructure and its future organisational structure. This paper mainly has used secondary research data and methods to provide a broad investigation of E-banking in Bangladesh, how to overcome the hurdles in SMEs of Bangladesh necessary for SMEs to help facilitate E-banking adoption. The research is a subject to academic journal articles, project reports, media articles, corporation-based documents and other appropriate information. Data were also collected by using interviews from Bangladesh E-banking-based organisations that are offering their goods and services on electronic channels and professionals involved with E-banking-related activities. E-banking can provide speedier, faster and reliable services to the customers for which they are relatively happy. E-banking services not only can develop new competitive advantages, it can improve its relationships with customers. Keywords: E-banking, small-to-mid-sized enterprises (SMEs), challenges, opportunities, Bangladesh.
Modern Monitoring of the System of General and Vocational Education in the Russian Federation

The main sections of the monitoring carried out by the Ministry of Education of the Russian Federation of the modern system of general and vocational education are described, as well as new goals for the development of the education system taking into account the national project “Education”. Methodological principles for monitoring the eff ectiveness of the national project “Education” have been identifi ed and justifi ed, and requirements for diagnostic methods have been formulated. The procedure and rules of carrying out diagnostic procedures, types of test questionnaires are considered. Theoretic-methodological approaches to testing, rules of design and formulation of tests are discussed. Examples of test types are given. Possible modernized diagnostic techniques for monitoring the education system is proposed.
A Linguistic Approach to Fake News

【초록】이 연구는 가짜뉴스에 대하여 언어적으로 접근하여 보도 기사 표현의 문제점을 살펴보려는 것이다. 이 연구로 얻은 결과는 다음과 같다. 가짜뉴스라는 용어는 적절한 표현으로 보기 어렵다. 그것은 ‘가짜’라는 어휘와 ‘뉴스’라는 어휘는 서로 통합하여 하나의 언어 단위로 사용해서는 안 되는 표현이기 때문이다. 이러한 가짜뉴스의 프레임을 생성하는 언어적 기제는 인용 보도, 피동 표현, 선택 제약, 이름 짓기, 은유 표현 등이 대표적이다. 인용 보도와 피동 표현은 실체나 사실 관계를 확인하기 어려운 보도 행태이다. 따옴표를 사용한 인용 보도에서 제보자의 실명을 제시하지 않을 경우에는 그사건의 사실성을 확인할 수 없다. 피동 표현 역시 주체가 다른 힘에 의하여 움직이는 서술어를 사용한 표현을 말한다. 따라서 문장의 주체를 확인하기가 쉽지 않아서 신문 기사의 사실성 확인이 어렵다. 독자가 가장 쉽게 신문 기사의 사실성을 확인하는 방법은 문장 표현에서 육하원칙의 요소를 찾아내는 것이다. 육하원칙은 한 문장에서 누가(주체), 언제(시간), 어디서(장소), 무엇 을(대상), 왜(원인), 어떻게(방법)를 제시하는 것이기 때문에 기사의 사실성을 확인할 수 있다. 선택 제약에는 은유 표현과 이름 짓기(네이밍)에서 문제가 발생한다. 가짜뉴스에서 이 두 가지 언어 기제는 어휘 사이에서 공기(共起) 관계를 이루지 못한 채 작용한다. 또한 은유 표현은 화자 의미와 청자 의미,기호 의미가 다르게 이해될 수 있기 때문에 보도 언어에서는 문제가 될 수밖에 없다. 따라서 현실에서 발생한 사건을 기반으로 독자에게 사실을 전달 하는 신문 기사에서 이 같은 표현은 적절한 언어 표현으로 볼 수 없다.This study approaches and interprets fake news linguistically. The findings are as follows. Fake news is ascertained to be an improper phrase. The word ‘fake’ combined with the word ‘news’ can’t be used as a single linguistic unit. Linguistic mechanisms to generate fake news are mainly involved with selectional restriction, naming, passive expression, quotation report, metaphorical expression and so on. In case of a selectional restriction, metaphorical expression and naming bring about problems. These two linguistic mechanisms do not establish a co-occurrence relation. Therefore, these are not suitable linguistic expressions for newspaper articles that deliver facts to readers on the basis of incidents happened in realty. The truth of a quotation report and a passive expression are hard to confirm. If a report using quotation marks doesn’t present an informer’s real name, its factuality is difficult to identify. Passive expressions mean those using predicatives where subjects are moved by other power. As the subjects of those sentences are hard to find out, the factuality of newspaper articles are hard to ascertain. The easiest way for readers to identify the factuality of newspaper articles are to double-check five Ws and one H. As 5W1H presents subject(Who), time(When), place(Where), object(What), reason(Why) and way(How) in a sentence, it is a way to confirm the truth of an article.
Difusi Inovasi E-Learning (Studi Deskritif Kualitatif Tentang Inovasi E-learning SMA Batik 1 Surakarta)

The purpose of this study was to describe the factors of adoption of e-learning innovations in Surakarta Batik 1 SMA and to test the measurement model of the adoption of e-learning innovation in high schools in Surakarta. This study uses qualitative descriptive methods that describe or describe events and phenomena based on facts obtained from real data. Furthermore, it examines the problem, namely Diffusion of Innovation (Qualitative Descriptive Study of E-learning Innovation in Batik High School in Solo City). Data analysis techniques are deductive in that they depart from a theory and then prove by fact finding. The results of this study indicate applying E-Learning, there are at least three components that make up E-Learning, namely E-Learning Infrastructure, E-Learning Systems and applications, E-Learning Content. E-Learning as a learning medium that uses the internet certainly has advantages and disadvantages in applying it, some of the advantages of the E-Learning process are economical, accessible, efficient, interactive and collaborative, consistent, flexible, creative and independent. E-Learning can be accepted and adopted quickly because the user is motivated by the benefits while the disadvantages are about the lack of interaction between the teacher and students and also the constraints to the lack of internet networks. Not all internet facilities are available (maybe this is related to the availability of electricity, telephone, or computer). The E-Learning System developed is a web-based virtual education system that has the main objective to assist the process of teaching and learning activities. The role of conventional learning cannot be completely replaced by E-Learning.
Dissolved Organic Carbon Flux On Forest Toposequences in Jambi, Indonesia

DOC fluxes were studied within soil profiles on forest toposequences transect of Bukit Dua Belas National Park and Harapan Forest, Jambi, Indonesia. DOC concentration was determined using NPOC (Non Purgeable Organic Carbon) method. Amount and DOC flux from soil horizons on the lower slope was significantly higher than that from the middle and the upper slopes. Amount and DOC flux from AO soil horizon was significantly higher than that from AB and B soil horizons. DOC was maximally accumulated from AO soil horizon of soil profile on lower slope during rainy season.
Angular: Data Binding and Change Detection

A markup language (like HTML) is better suited for building a view. It is declarative and easy to read. As we build web pages in an Angular application, views are built with HTML. Data and logic stay in the TypeScript classes. Traditionally, the JavaScript API (and JQuery) allows you to query and select an HTML element. The JavaScript code might read the value from the selected element or set a value to it. This becomes error prone and convoluted as the application grows in size and complexity.
HB 316 - Voting System

The Act authorizes and requires a new voting system be used in all elections, provides for auditing procedures, provides for updates to the voter list maintenance laws, and specifies additional revisions to election processes.