Reviewerly/exHarmony huggingface dataset:
Unified Concept-Based Multimedia Information Retrieval System Using Deep Learning Process With Ontology

The amount of digital data is growing at a staggering pace and mostly in the form of text. The growth of data, including multimedia (text, images, video, and audio) poses challenges in developing Multimedia Information Retrieval Systems (MIRS). Today, MIRS uses one or two media as a query input, for example, Google using text and image. There are comprehensive information needs in multimedia, including video and audio media as query input that can increase the amount and variety of information in retrieval result. Also, it is difficult to organize the relationship between the query input and the retrieval result in the same context or semantically related. This paper proposes a Unified Concept-based MIRS using deep learning with Ontology to tackle these problems. There are three main processes of this research; the first is Indexing Process which consist of collecting multimedia data, creating the multimedia dataset, extracting multimedia features, identifying and classifying objects and media format with Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN), then storing object indexed as the concepts. The second is Query Processing which consists of inputting multimedia query or object to identifying and classifying object becomes a concept, and then the third is Retrieval and Rank Process of concept or object indexed and concept of query input. The ontology organizes the relationship between the concepts. Resource of this research uses the Cultural Heritage domain. The Unified Concept-based MIRS shows the capability of the system to extract features of four media (text, image, audio, and video) as concept representation to identify the multimedia object from query input and retrieve the object in four types of media at once. The retrieval results performance with deep learning increase about 30%-40% than support vector machine technique, and the usage of ontology increases the retrieval relevant results about 30 % is compared with MIRS without Ontology.
Message Conveyer Device for Paralysis Patient

When we encounter hospitals and NGO’ S, it serving many disabled persons. And these people aren’t capable to measure normal life. In such a situation we propose a system which helps the disabled people display a message by the straightforward motion of any a part of the body. Our proposed system works by reading the lean direction of the user. This device has to be fixed on the user’s finger of hand. The user just has to tilt the device in any angle to convey the message to the attender of the user. Tilting the device in numerous directions conveys different messages.
Extracurricular Self-Guided Work As a Means of Intensifying the Process of Teaching Professionally-Oriented English to Students of Non-Linguistic Specialties at the University (Specialty "Ecology")

The article touches upon some actual issues on the organization of extracurricular students’ self-guided work in teaching English at non-linguistic specialties at the university and its impact on the learning process intensity. The article discusses the methodological foundations of the intensification of extracurricular students’ self-guided work. The purpose of the article is to consider the current issue caused by the need to apply in modern education such new forms of organization of students' self-guided work that can be effective and contribute to increase of students’ educational motivation and active cognitive activity. It is proposed to combine established, structured topics with controversial topical issues in teaching professionally-oriented English to students and take this principle into account when developing educational materials for extracurricular students' self-guided work and include them in a separate section when writing textbooks or teaching aids. During the study the following methods were applied: analysis, observation, comparison. Research result. It was found out that creation and application of practically-oriented teaching materials require greater individualization of tasks, greater freedom of research, orientation toward the professional competencies formation, and an increase in students’ creative activity. It is concluded that practically-oriented approach in the organization of students' self-guided work in teaching English can be one of the ways to improve practical language skills and an incentive for students’ personal qualities formation.
Combination of SOM-RBF for drought code prediction using rainfall and air temperature data

This study aims to predict Drought Code (DC) in Kabupaten Kubu Raya using a combination of SOM-RBF. The final weight value of SOM was used as a center on the RBF network. The input data variables are rainfall data and air temperature data for three days with three binary outputs to predict DC values. This study also observed the effect of the number of neurons, learning rates, and the number of iterations on the results of the SOM-RBF network training. The smallest MSE of training result from the SOM-RBF network was 0.159933 using 65 neurons in the hidden layer, learning rate 0.007, and epoch 45000. The detection accuracy of SOM-RBF was 91.34 % from 245 test data.
تأثیر بازاریابی خیرخواهانه و تبلیغ بر تصمیم به خرید محصولات ورزشی: رویکرد نیمه‌تجربی

The purpose of this study was to investigate the role of charity and advertising to purchase of sports products. The research in terms of purpose was an applied and In terms of the methodology was a Semi-experimental research. The statistical population of the study was physical education student 25-35 years old and the sample was 40 volunteers (20 men and 20 women). In order to provide research tool, images were adapted by two research strategies (charity and advertising). Validity of images was confirmed by 10 sports marketing experts. Enobio electroencephalography device, 20 channels, was used to record the waves. A questionnaire was used to measure purchase decision and self-assessment manikin were used to measure arousal. By considering the role of the frontal lobe in attention, the alpha and beta waves in this area of the brain were examined by F3, F4 and FZ channels. Data were analyzed by using of SPSS 22, Matlab 2013 b and descriptive statistics and inferential statistics including Friedman test and Binary logistic regression. The results showed that the changes of alpha and beta waves in the charity strategy were higher than the advertising fit. This strategy involves the brain in frontal lobe greater than the advertising strategy. Also Neurological psychological responses explain a significant percentage of consumer buying decisions. Therefore, marketers and researchers can use this finding in their promotion strategies to make their promotional activities more effectiveness.
Margo's Misbehavior: a Behaviorist Study on John Green's Paper Towns Novel (2008)

Major problem of this study is misbehavior. When a child doesn't get whatthey want, they can do anything to get it, such as seeking attention or seekingrevenge. Research uses objects or primary source from the John Green novelentitled Paper Towns (2008). The research uses behaviorist theory from B. F.Skinner and misbehavior from F. Yeaman to analyze it. The data used to analyzethis research are Primary source and secondary source. For secondary sources,researcher look for information related to research from various sources, such as;internet and books. The researcher also used qualitative descriptive as a methodto collect data. This research concludes. The problem faced by the main femalecharacter in the John Green Paper Towns novel, Margo Roth Spiegelman.Misbehavior itself has external factors. These factors include family, friends, andthe environment. To achieve her desire, Margo seeks attention and seeks revengeto reach his goal. There are also reasons why girl living in Orlando, Florida havedifferent behaviors from others; an adventure and mystery, Orlando as a papertown, parents who treat him badly, promiscuity, independent and, unmet needs.
Fritz Eisels Mosaik <i>Der Mensch bezwingt den Kosmos</i> am Rechenzentrum in Potsdam. Eine kunsthistorische Kontextualisierung von Ort, Werk und Rezeption

Abstract The subject of this essay is Fritz Eisel’s mosaic Der Mensch bezwingt den Kosmos ( Humanity Conquers the Cosmos ), a frieze that has decorated the Potsdam data-processing center since its completion in 1972. Composed of 18 panels measuring ca. 3 × 3 m, this frieze is unusually large, yet in its ideological appropriation of science and technology it is a paradigmatic example of public art in the German Democratic Republic. Framed by textual references to Einstein and Marx, Eisel’s mosaic glorifies the progress of industry, agriculture, and administration, but first and foremost of aviation and space flight. This essay examines the mosaic in the context of the “scientific-technical revolution” officially proclaimed in 1964, and with a view to its site, which is fraught with historical implications.
PERSPECTIVE ALERT DISASTER RISK REDUCTION IN LEARNING IN SENIOR HIGH SCHOOL

The layout of Indonesian territory is in three tectonic plates of the world, and in a zone of The Pacific Ring of Fire, so that the Ministry of Energy and Mineral Resources, has a priority for national action to promote strategies to lower the risk of disaster through the school, where implementation of its activities through the dissemination of information knowledge and behaviour on disaster. The study aimed to evaluate the knowledge, attitudes and skills of disaster risk reduction. Research Design: a quasi-experimental non-equivalent (pre-test, and post-test) control-group design, was applied in this study to 152 respondns the second level student of senior high schools at Blora. To get a homogenous sample the systematic sampling method. The data analyzed with Wilcoxon test, and the result showed that there was a significance 0.00
Reconnaissance Exploration for Gold in the Misaki Area within the Iramba Sekenke Greenstone Belt, Central Tanzania

Combinations of geological, geophysical and geochemical techniques have been used to explore for gold deposits at Misaki within the Iramba‑Sekenke Greenstone Belt in Singida region. The Misaki area is occupied by different rocks including homogeneous coarse-grained granite containing numerous xenoliths (> 5 vol. %), tonalite, K-rich granite, pegmatite and dolerite dykes. All granitic rocks have been intruded by dolerite dykes, cut by epidote veins and are found juxtaposed to a tonalitic rock. Granitic rocks contain mainly anhedral to subhedral K‑feldspar, plagioclase, quartz, biotite, hornblende, muscovite and opaque minerals, whereas tonalite contains similar minerals with relatively large amounts of plagioclase and mafic minerals (> 10 wt. %; biotite, hornblende and opaque minerals) and no K-feldspar. The rocks are weakly foliated to massive and poikilitic. K‑feldspar is perthitic, whereas plagioclases have cores with rim overgrowths. Chlorite, plagioclase, epidote and sericite in the rock formed at the expense of primary minerals under greenschist facies conditions. Geophysical datasets managed to identify lineaments that crosscut different rocks at Misaki, from which three (3) major structural trends have been recognized, which are NE-SW, NW-SE and ESE-WNW. Results from radiometric data mapped different lithological units by their different radiometric element contents (U, Th and K), distinguishing areas occupied by sediments or sedimentary rocks and those underlain by granitoid rocks. Soil geochemical survey have identified gold anomalies of up to 0.2 ppm Au that in parts show strong affinity with Pb. Bismuth and arsenic were also found to be associated with Au in the soil. Gold anomalies when overlaid with magnetic lineaments indicate an association of gold with NE-SW trending lineaments. Results of this work call for a follow-up detailed geological mapping that would involve trenching and sampling of unweathered rocks, and documentation of geological structures to uncover potential gold deposits of the Misaki area within the Iramba‑Sekenke Greenstone Belt.
Students Helping Students: Creating and Evaluating a Collaborative Service Model in the Library

This study identifies the successes and challenges associated with the addition of a nonlibrary service desk in a university library’s learning commons. The authors wanted to know whether a training and service collaboration with an outside unit could reliably and efficiently connect students to the librarians, academic support services, and other resources that they need; and if advanced skills (including information literacy) training could be successfully built into the existing infrastructure of academic support departments. The authors identified strategies to address barriers when maintaining and improving a collaborative relationship and a dual-desk service model.
The Prospect of Teaching and Learning Engineering Mathematical Courses using Learning Tool

Mathematic is often perceived as difficult subject by most students, even from engineering background.However, previous studies have shown that technology has proven to help students learn mathematics in a fun and easy way.In this study, we developed a learning tool with the objective to determine the prospect of learning engineering mathematical courses using an interactive learning tool developed with Maple 2016.We also measure the inclination of using the tool as part of teaching and learning in classroom.There are 40 Students from 2 different classes took part in the study.They are in the fourth semester of engineering program at a selected local university.The process starts by briefing the students on how to use the tool.Students are then answering several questions on a selected topic from vector calculus chapter.Later, they were given a set of two-part questionnaire.The first part was used to investigate the students' perception on the learning tool.The second part was used to evaluate the students' willingness in using the tool in classroom for solving vector calculus problems.While the tool require some improvements, students are likely to use it as part of learning in classroom.
Research Paper about Counter Strike Global Offensive

This research paper is about a PC competitive matchmaking game ‘Counter Strike Global Offensive’ and it shows the relation between Kills, Deaths and the network Ping. Taking into consideration all these factors, the research paper shows the impact of these factors quantified into the final score of the player, i.e, MVP or Most Valued Player. Type of data : Secondary data Independent variables : Kills, Deaths & Ping Dependent variables : MVP
Predicting Breast Cancer Survivability Rates a Differentiation of Three Data Mining Models

The new approach in cancer research that shifted from pure long-term biological and clinical experiments to computer-generated experiments is the main inspiration for this project. Three Data mining techniques (Decision Trees, Neural Networks and Naive Bayes) were built to compare their performance based on three main parameters: accuracy, sensitivity and specificity. The experiment was set up with multi-layer perceptron as the baseline scheme and with statistical significance of 0.05. The models were built using data collected from Saudi Arabia, more specifically, from King Faisal Specialist Hospital and Research Center. The prediction is based on 8 attributes: age, birth location, reason for no radiation, laterality, grade, sex, primary site and marital status. However, the data collected had around 680 instances which were not sufficient to build the models. Sampling with a random seed was completed to double the size of the training dataset. The results showed that decision tree had the highest accuracy and sensitivity with values (0.979, 0.988) respectively. Naive bayes had the highest classification error (0.094) and neural networks had the highest specificity (0.896).
DEMONSTRATION EXPERIMENTS WITH CONVENIENT DIFFRACTION GRATINGS Ivana Krulj

Researching understanding wave optics it was noticed that students often aren't sure whether it is right to use concepts of geometrical, wave optics or WAVE-PARTICLE light model. Also, alternative conceptions regarding concept of PHASE and PHASE DIFFERENCE, were identified. The significance of understanding wave optics reflects on forming the basis of understanding fields of modern physics. Habilitation students to chose the approach to solving certain optics problems leads to increasing their physics competencies. By chosing light diffraction experiments, adapted to students' learning capabilities, a sensory perception would be accomplished, valuable as basis for scientific explaining the phenomenon; choosing right experiments also provides basis for mathematical formulating of diffraction phenomenon, in order of better understanding wave nature of light, and light effects. Accepting wave optics itself is demanding process for student. Therefore, several approaches to wave optics were developed, and which one shall be favorized most often depends on school books' authors', and teachers' affinities. In the article, those approaches are described. Because of diffraction gratings' high market value, processing content regarding light diffraction is possible only in a theoretical way. Hence it is of a great significance to master using cheaper and simpler tools to replace diffraction gratings, and prepare appropriate experiments. Using reflective gratings and explaining the principle of their functioning is significant from the aspect of understanding the wave nature of light as well. In the article, ways of visualizing light diffraction are given. Also, the possibility of implementing convenient diffraction gratings in teaching via demonstrative experiment using compact disc and via demonstration experiment using metal ruler with millimeter markings is analyzed.
Parsed Corpus as a Source for Testing Generalizations in Japanese Syntax

In this paper, we discuss constituent ordering generalizations in Japanese. Japanese has SOV as its basic order, but a significant range of argument order variations brought about by ‘scrambling’ is permitted. Although scrambling does not induce much in the way of semantic effects, it is conceivable that marked orders are derived from the unmarked order under some pragmatic or other motivations. The difference in the effect of basic and derived order is not reflected in native speaker’s grammaticality judgments, but we suggest that the intuition about the ordering of arguments may be attested in corpus data. By using the Keyaki treebank (a proper subset of which is NINJAL Parsed Corpus of Modern Japanese (NPCMJ)), it is shown that the naturally-occurring corpus data confirm that marked orderings of arguments are less frequent than their unmarked ordering counterparts. We suggest some possible motivations lying behind the argument order variations.
The Usage Of Modern Educational Internet Resources In Teaching Process

Information support of the modern educational space should be at a level that would allow the teacher to solve all the educational tasks facing him quickly and effectively. Information technology allows you to find a solution (or set of solutions) for a particular pedagogical situation. This list can be modified and expanded by the teacher in accordance with the specifics of teaching activities.
Klasterisasi Kecerdasan Majemuk Siswa Berbasis Jaringan Syaraf Kohonen Guna Mendukung Adaptive Elearning

Learning strategies are often applied without considering the unique and different characteristics of the learner's intelligence. This causes students to have difficulty understanding the material, not focused, bored, decreased motivation, frustration, and various other learning difficulties. The efforts to create student-oriented learning strategies can be done with adaptive elearning. Adaptive elearning system requires recognition function to cluster the intelligence of the learner when learning takes place. This study shows that Kohonen's Artificial Neural Network can be used for mapping students based on multiple intelligences. The results showed that there were 8 clusters with different intelligence compositions. There is no cluster that has a single intelligence. Intrapersonal intelligence is almost owned by 90% of students, while the lowest is visual-spatial intelligence, which is only 23.33%. In order to create a learner-oriented learning process, this clustering method should be embedded in an adaptive elearning system.
수생태 독성자료의 정규성 분포 특성 확인을 통해 통계분석 시 분포 특성 적용에 대한 타당성 확인 연구

Objectives: According to the central limit theorem, the samples in population might be considered to follownormal distribution if a large number of...
Reflexive pronouns in Spanish universal dependencies

In this paper, we argue that in current Universal Dependencies treebanks, the annotation of Spanish reflexives is an unsolved problem, which clearly affects the accuracy and consistency of current parsers. We evaluate different proposals for fine-tuning the various categories, and discuss remaining open issues. We believe that the solution for these issues could lie in a multi-layered way of annotating the characteristics, combining annotation of the dependency relation and of the so-called token features, rather than in expanding the number of categories on one layer. We apply this proposal to the v2.5 Spanish UD AnCora treebank and provide a categorized conversion table that can be run with a Python script.
Analysis on Secure Key Agreement Protocol Using Trusted Third Party Information Sensitivity Systems

The study of security models for sensitive data systems has been taken on for years.Throughout this century, the thought of seeking the system security to the supply of system development lifecycle received Brobdingnagian improvement within the system and software system assurance domain.This paper expounds the understanding security by illustrating information security study development progress since pre-computer age and presents an outline of Internet and cyberization security by summarizing the established order of cyberization.Then a security model referred to as PDRL, which incorporates six core security attributes of sensitive data systems, is planned to safeguard the protection of sensitive data systems within the whole system life-cycle.Within the past, many key agreement protocols square measure planned on watchword based mostly mechanism.These protocols square measure prone to wordbook attacks.Storing plain text version of watchword on server isn't secure continuously.During this paper we have a tendency to utilize the service of a trustworthy third party, i.e., the Key Distribution server (KDS) for key agreement between the hosts.Now-a-days in massive operating environments 2 party key agreement protocols square measure being seldom used.During this planned theme, rather than storing plain text version of watchword we have a tendency to store a technique hash of the watchword at the server.Each host and server agrees upon family of independent unidirectional hash functions, victimization that host authentication is completed once a bunch applies for session key with KDS.Host establishes just once key with server victimization that server authentication is completed.Thanks to this man-in-the middle attacks square measure defeated.The planned protocol relies on Diffie-Hellman key exchange protocol.
Encoding and Encryption of Digital Cinema Package

During the past decade it became the use of digital formats became widespread in the production, post production, and distribution process in the film industry. Digital cinema package is one of the widely accepted and commonly used formats in the distribution of digital cinema. This paper specifies the key details and attributes of digital cinema package along with the encoding and encryption process used in digital cinema package creation. Most commonly used approaches in digital cinema distribution are discussed in the later section of the document. The evaluation of encoding of the digital cinema package is based on a practical approach and the experimental results obtained are also discussed.