Reviewerly/exHarmony huggingface dataset:
COMBINED APPROACH FOR ASPECT TERMEXTRACTION IN ASPECT-BASED SENTIMENTANALYSIS

In the world of online news and social media, there is an ever increasing amount of textual data on the internet, and alarge portion of it expresses subjective opinions. Sentiment Analysis (SA) termed as Opinion Mining, which is amethod of automatically identify and extracting the subjective sentiments of a particular product or topic. Aspect BasedSentiment Analysis (ABSA) is a sub-field of SA which is used to extract more exact and refined opinions by splittingthe text into aspects. The aim of this work is analyzing and implementing the method of Aspect Term Extraction (ATE)from user reviews on laptops and restaurants. The proposed method used Conditional Random Fields (CRF) which isable to optimize the use of features for classification. It is identified that the existing methods for SA failed to extractsome implicit aspects in some cases. In this work, we proposed a new set of features to capture more semanticinformation from text and to improve the representation of a text. In aspect term extraction, these set of features areconsidered as additional positional features for giving training to the model of CRF. To extract missing implicit aspectterms, a set of rules are proposed and combined with the CRF approach to increase the efficiency of the aspectextraction. Detailed empirical evaluations are performed by experimenting with custom made features along withproposed features using a CRF supervised algorithm to accomplish the task of Aspect Term Extraction in terms ofRecall, Precision and F-measure evaluation metrics adopted in the field. The improved performance in aspect termidentification is observed by combining the proposed set of rules with the CRF algorithm. The performance of CRFalgorithm is observed by comparing with other algorithms such as Decision Tree (DT), Naive Bayes (NB) and KNearest Neighbor (KNN) classifiers. The overall improvement in F1-Score of our proposed model shows an incrementof 3% from that of the state-of-the-art methods.
The Establishment of Financial Performance Evaluation Index System in Colleges and Universities Based on Computer Science

Abstract The situation of financial performance is an important basis for evaluating the development level of colleges and universities, and the construction of financial performance evaluation index system related to it has also become the focus of people’s research. At present, although our country has made some breakthroughs in the construction of the financial performance evaluation index system of colleges and universities, there are still deficiencies in many aspects, which seriously restricts the improvement of the comprehensive development quality of colleges and universities. Therefore, this paper analyses the problems existing in the financial performance evaluation index system of colleges and universities, and expounds the importance of computer science and technology in the construction of the financial performance evaluation index system of colleges and universities. On this basis, this paper constructs the financial performance evaluation index system of colleges and Universities Based on computer science and technology, and puts forward the analytic hierarchy process of the evaluation index integrating computer technology, which provides a solid theoretical support for the evaluation of financial performance of universities and the improvement of the level of running schools.
POTENSI DOAJ SEBAGAI OPEN DATA DALAM MENUMBUHKEMBANGKAN OPEN EDUCATIONAL RESOURCES

Kajian ini bertujuan untuk mendeskripsikan potensi Directory of Open Access Journal (DOAJ) sebagai open data dalam menumbuhkembangkan Open Educational Resources (OER). Metode yang digunakan dalam kajian ini yaitu studi literatur. Berdasarkan penelusuran pustaka, DOAJ berpotensi untuk menumbuhkembangkan OER karena memiliki karakteristik yang mendukung dengan penumbuhkembangan OER. Karakteristik tersebut yaitu bersifat digital, online, gratis, dan bebas dari pembatasan hak cipta dan perizinan. Kata Kunci: Directory of Open Access Journal (DOAJ), open data This study aims to describe the potential of Directory of Open Access Jouurnal (DOAJ) as open data in developing Open Educational Resources (OER). The method used in this study is the study of literature. Bades on literature research, DOAJ has the potential to develop OER because it has characteristics that support OER development. These characteristics are digital, online, free, dan free from copyright and licensing restrictions. Keywords: Directory of Open Access Journal (DOAJ), open data
MOTIF YANG BERPENGARUH PADA PROSES KEJIWAAN TOKOH SAM DALAM NOVEL SEBENING SYAHADAT KARYA DIVA SR

This research takes the object of Sebening Syahadat by Diva SR, this work is a novel that tells the story of the journey ofa teenager named Sam who is in the process ofsearching for identity. The journey is filled with interesting twits and turns embelissed with a love story that is very suitable if consumed by the younger generation who are learning to find identit. This study aims to reveal the value motives that led Sam’s character in finding his identity, which expected to be a material for reflection for readers, especially young people who are in the process of discovering his identity, the scope of the problem in this study is to reveal the value motives that affect the character’s psyche. Sam is told to have a rascal character.The research method used in this study took a descriptive qualitative approach, data colletion used was a literature study technique with stages of reading, note taking, coding for futher analysis. The analysis technique used is qualitative descriptive analysis technique.The result of the research in this research process indicate that the mental process of Sam’s character influenced by several factors, including: a. Motives in cultural factors (Situasional Factors), b. The motive for love begins with admiration for the attitude of someone who is full of noble values of character, c. The motive of curiosity and fulfillment of his needs for true value.
Agostino Di Scipio: Concrezioni Sonore

June 01 2019 Agostino Di Scipio: Concrezioni Sonore Agostino Di Scipio: Concrezioni Sonore. Ross Feller Ross Feller Gambier, Ohio, USA Search for other works by this author on: This Site Google Scholar Author and Article Information Ross Feller Gambier, Ohio, USA Online Issn: 1531-5169 Print Issn: 0148-9267 © 2020 Massachusetts Institute of Technology.2020Massachusetts Institute of Technology Computer Music Journal (2019) 43 (2-3): 168–170. https://doi.org/10.1162/comj_r_00524 Cite Icon Cite Permissions Share Icon Share Facebook Twitter LinkedIn MailTo Views Icon Views Article contents Figures & tables Video Audio Supplementary Data Peer Review Search Site Citation Ross Feller; Agostino Di Scipio: Concrezioni Sonore. Computer Music Journal 2019; 43 (2-3): 168–170. doi: https://doi.org/10.1162/comj_r_00524 Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All ContentAll JournalsComputer Music Journal Search Advanced Search This content is only available as a PDF. © 2020 Massachusetts Institute of Technology.2020Massachusetts Institute of Technology Article PDF first page preview Close Modal You do not currently have access to this content.
Prediction and Visual Intelligence for Security Information: The PREVISION H2020 Project

This paper presents the on going work within PREVISION H2020 project. The mission of PREVISION is to empower the analysts and investigators of agencies with tools and solutions not commercially available today, to handle and capitalize on the massive heterogeneous data streams that must be processed during complex crime investigations and threat risk assessments.
Methods Of Increasing The Activity Of Students In Teaching Information Technologies

The most important factor to consider when using the latest information and telecommunications technologies in the education system (and upbringing) is the person. Since it serves as the basis for the functioning and development of society, the fundamental principle of education is the position that it is necessary to create conditions for the development of the individual's potential.
«…MILITARY LIBRARIES, BESIDES OFFICERS THEMSELVES, MUST SERVE THEIR FAMILIES AS WELL»

The book plays an important role in a human life, especially in childhood, shaping his intellectual and moral potential. Due to the lack of research on forming collections of literature for children in military libraries for officers, the author has appeared to be the first in domestic library science to consider these libraries’ catalogues of book collections for to reveal information about books for children. The purpose of this study is quantitative and qualitative analysis of publications for collections of literature for children in libraries for the Russian Army officer. Objectives of the study are: 1) to calculate absolute and relative indicators of availability of publications for children in the libraries for officers; 2) to determine reasons for the small number of departments for children; 3) to identify and analyze the legal basis for using collections of military libraries for officers by members of military personnel families. The article uses source studying and comparative methods of research. The work bases on a wide representative source foundation – with the involvement of the main normative and legal documents, which clearly regulated the admission of family members of officers and officials, including children, to libraries at military assemblies, and catalogues of military officer libraries’ books for different years. According to this study results, children’s departments accounted for between 0.6 and 6.6% of officer libraries book collections. The article details the repertoire of children’s departments (they contained works by both Russian and foreign authors). The reasons for the small number of children’s departments of officer libraries and the peculiarities of their recruitment with literature for children have been identified and analyzed. This study results have expanded the understanding of military officer libraries book collections and their role in the officers and their family members’ lives.
APPLICATION OF ELECTRONIC LEARNING RESOURCES IN THE PROCESS OF FORMATION OF PROFESSIONAL ACTIVITY READINESS OF FUTURE SPECIALISTS OF SOCIOCULTURAL SPHERE

The rapid growth in the flow of scientific information is prompting the search for new methods, ways and means of learning that would allow to provide aspiring specialists in the socio-cultural sphere more information for the same unit of study time. The article presents the experience of using electronic educational resources in the process of implementing the system of training future specialists in the socio-cultural sphere for their professional activity in the Samara State Institute of Culture. The purpose of the article is to consider the main issues related to the use of electronic educational resources in the educational process in the training of future specialists of socio-cultural sphere. Within the framework of the research the methods of search, collection, storage, processing, distribution of information, statistical and analytical methods, content analysis of scientific literature were applied. The results of the study have been the prospects of using electronic educational resources in the process of forming the readiness of future specialists in the socio-cultural sphere for professional activity.
Issues of Frequency in Korean Neologisms

This paper presents the current research trends in neologisms and discusses issues regarding the use of frequency criteria for the analysis of Korean neologisms from the perspective of corpus linguistics and lexicography. The literature on neologisms usually agrees that frequency plays a central role in the inclusion of neologisms in the dictionary; however, frequency is more complex than it appears as it entails a number of factors such as the time span of a word’s use as well as the variety of registers and aspects of frequency. The use of Web data to extract neologisms – instead of a balanced corpus – has brought about a new range of more complex issues that call for new ways to be tackled. This study investigates the issues raised by the application of frequency criteria to the neologism analysis when using Web corpus methodology. Chapter 2 reviews previous research trends related to neologism frequency from the point of view of linguistics and neologism studies. Chapter 3 examines and discusses frequency issues in terms of the unit and object of neologisms (3.1), Web register variations (3.2), and the relationship between frequency and users’ perception (3.3).
A Preliminary Study on Criminal Tendencies in Reference to Hand Analysis, Behavioral Study, Family Study, Personality Theory and Psychoanalytical Study

The research revolves around the study of hard-core criminals and their criminal tendencies. 10 criminals and 10 noncriminals were studied and analyzed through this study. Interview, Questionnaire, and Photography are the methods used in comparing criminal and non-criminal traits. The period of study is two months (December to February). Criminal behavior is not an indication of mental illness, or else it could have been medically treated and cured. Some criminals are engaged in antisocial behavior due to psychiatric conditions that would include symptoms like hyperactivity, fewer communication skills, low intelligence etc. Researchers conclude that about 70 percent of criminals belong to broken homes. Dysfunctional families can also lead people to psychological problems. Broken families may also include a bad relationship with family members, conflicts, breakups and even criminal parents. Personality theory of Eysenck revolves around three types of personalities and the psychoanalytical theories relate criminal tendencies with poor social relationships, lack of guilt, ego and pleasure-seeking personality. So, this study comes across various parameters of criminal palmistry, family studies, personality theory and psychoanalytical study. The types of criminal behavior studied include crimes against property and persons. The palmistry studies might be found useful in revealing criminal and violent tendencies. Palmistry can be used for carrying out criminal investigations. To a great extend palm of a person can be analyzed to identify, certify a crime and conclude the nature of the crime. The study in this field might be helpful in controlling future crime rates by acknowledging people about criminal behavior and also if the palm of all the citizens is analyzed for creating a database, it would be helpful in crime management as well as criminal investigations.
Off-Policy Exploitability-Evaluation and Equilibrium-Learning in Two-Player Zero-Sum Markov Games

Off-policy evaluation (OPE) is the problem of evaluating new policies using historical data obtained from a different policy. Off-policy learning (OPL), on the other hand, is the problem of finding an optimal policy using historical data. In recent OPE and OPL contexts, most of the studies have focused on one-player cases, and not on more than two-player cases. In this study, we propose methods for OPE and OPL in two-player zero-sum Markov games. For OPE, we estimate exploitability that is often used as a metric for determining how close a strategy profile is to a Nash equilibrium in two-player zero-sum games. For OPL, we calculate maximin policies as Nash equilibrium strategies over the historical data. We prove the exploitability estimation error bounds for OPE and regret bounds for OPL based on the doubly robust and double reinforcement learning estimators. Finally, we demonstrate the effectiveness and performance of the proposed methods through experiments.
AN ANALYSIS OF ERROR IN CONVERSATION OF THE SECOND GRADE STUDENTS OF ST. FAMILIA JUNIOR HIGH SCHOOL KUPANG IN ACADEMIC YEAR 2018/2019

This study is entitled “An Analysis of Error in Junior High School Students’ Conversation. It aims at answering the followingquestions (1) what are the errors in junior high school students’ conversation? (2) How many frequencies of those errors?. The method applied inthis study was descriptive qualitative method. The study was conducted at St. Familia Junior high school Sikumana, Kupang – East NusaTenggara. The method applied in this study was descriptive qualitative method. The subjects of the study were the second year students of St.Familia junior high school. In collecting the data, the researcher provided some topics chosen by the students to create a simple conversation.Smart phone was the instrument used to obtain the data. The result of the study shows that (1) Errors in students’ conversation consist of sometypes and the total frequency of error is 29. (2) The total frequency of misformation errors is 10; 3 errors made by pair one, 2 errors made by pairfour, 1 error made by pair five 2 errors made by pair six and the last two errors were made by pair seven and eight (3) The total frequency ofaddition errors is 5; 2 errors made by pair three, and the last 3 errors were made by pair four, six, and seven. (4) The total frequency ofmisordering errors is 3, made by pair four, five and six (4) Most of the students made omission errors, with the frequency of errors is 11; 5 errorsmade by pair one, 2 errors made by pair two, 2 errors made by pair seven, and the last 2 errors were made by pair six and eight (6) Most of thestudents omitted to be ”is” (7) The errors made by the students did not influence the flow of the conversation (8) Those errors are not significantsince the students only made 36,25% of errors from the total sentences they produced (80 sentences). Based on the result above, the researchersuggest (1) The students should learn on how to make a conversation focusing on grammar, especially on the omission and misformationbecause more errors occurred in these two types (2) The teacher of English in the school need to pay more attention to the students’ grammarwhen teaching.
Cyber protection: Advising clients on cyber risk insurance

Cyber incidents continue to be an increasing area of risk for organisations, and for lawyers it presents an opportunity to provide practical advice in an ever-changing landscape.
Research and Application of Engineering Digital Expression Method in UHV Line Engineering Construction Management

UHV power grid project has the characteristics of high voltage level, large transmission capacity and long transmission distance. With the concept of "digital grid", the application of digital results of power grid project will face more demands. Based on the analysis of UHV power grid project, this paper puts forward a method of full digital expression of UHV power grid line project by using spatial information and three-dimensional visualization technology, which effectively assists the construction and management of UHV power grid line project, and also lays a foundation for data sharing and application of digital results of power grid project. Foundation.
TASKS FOR PROGRAMMING OF THE INTELLECTUAL OLYMPIAD OF 2020 OF THE VOLGA FEDERAL DISTRICT AMONG SCHOOLCHILDREN

The article presents the results of the annual Intellectual Olympiad for programming of the Volga Federal District among schoolchildren, in which representatives of fourteen regions participated. Each team consisted of two schoolchildren who were selected in regional contests. The author's solutions of the Olympiad tasks are considered. The set of tasks is balanced by subject and difficulty. The topics of the tasks are related to the organization of rational data structures, bracket sequences, optimization in graphs, depth-first and breadth-first search, analysis of areas on a checkered field, construction and evaluation of the game tree. Important conditions for a successful performance were good teamwork and a correct estimation of the computational complexity of the algorithms. The winner of the Olympiad was the team of the Samara region, which solved all eight of the proposed tasks. The article is intended for schoolchildren, students, trainers, leading classes in Olympiad programming.
Reflexiones sobre la COVID 19, desde la perspectiva social

The year 2020 surprises the world with a new coronavirus that produces the illness COVID-19 highly contagious, of a significant lethality. The illness expands to all the continents and turns into a challenge for the scientific community, the systems of health, the social services, the national governments and the media of social communication. Before the emergency, the social knowledge helps to the mobilization and social incorporation of persons and groups to the health promotion, to the generation, implementation and evaluation of social policies directed to minimize the effects of the pandemic. The present work proposes as objective to analyze, from the perspective of the interrelation between science, technology and society, the models of social development which prioritize the economy instead of other aspects of the social life.
Multi-classification application of Chinese news text based on deep learning

Abstract As the core of Internet text processing and text mining, text categorization has become a key research issue in the field of natural language processing. The traditional methods mainly focus on shallow machine learning. With the rapid development of deep learning technology, its image recognition and speech A huge research breakthrough in the field of identification, the feature learning ability of the depth model is further proved. This paper is based on the THUCNews data set, combined with word embedding technology, using TextCNN and RNN to achieve multi-classification of text. The experimental results show that the accuracy of TextCNN on the test set reaches 96.04%, and the precision, recall and f1-score of all types exceed 0.9, and the accuracy of RNN on the test set reaches 94.22%, and various types of Precision, recall and f1-score, in addition to the home category, are over 0.9. Comparing the two models, it can be seen that RNN is not very satisfactory except for the classification in the home. Other categories are not much different from CNN, and further adjustment parameters can be used to achieve better results.
Development of information systems for academic final projects documentation

Abstract This study aims to develop a website-based student final project guidance application at Universitas Negeri Semarang. This research is a development study with a waterfall model. The results of this study can facilitate students to communicate and consult about theses, both in the form of thesis drafts and the products they will make. With the application of thesis counseling information systems, thesis, and online dissertations, the process of preparing the final project will be more optimal and minimize the use of paper.