scholarly journals Paper2vec and Cite2vec Methods for Analyzing Collections of Scientific Publications

2021 ◽  
Vol 19 (3) ◽  
pp. 61-69
Author(s):  
N. I. Tikhonov

Visualizations are used to better understand collections of scientific publications. Various methods of analyzing text collections can be used to build these visualizations. This article discusses two methods Paper2vec and Cite2vec that get vector representations of documents using citation information. To demonstrate a work of these techniques and an example of their application, visualizations were developed, which are described in this paper.

Author(s):  
N. I. Tikhonov

Collections of scientific publications are growing rapidly. Scientists have access to portals containing a large number of documents. Such a large amount of data is difficult to investigate. Methods of document visualization are used to reduce labor costs, search for necessary and similar documents, evaluate the scientific contribution of certain publications and reveal hidden links between documents. The methods of document visualization can be based on various models of document representation. In recent years, word embedding methods for natural language processing have become extremely popular. Following them, methods for analyzing text collections began to appear to obtain vector representations of documents. Although there are many document analyzing systems, new methods can give new understandings of collections, have better performance for analyzing large collections of documents, or find new relationships between documents. This article discusses two methods Paper2vec and Cite2vec that get vector representations of documents using citation information. The text provides a brief description of the considered methods for analyzing collections of scientific publications, describes experiments with these methods, including the visualization of the results of the methods and a description of the problems that arise.


2020 ◽  
Vol 4 (2) ◽  
pp. 174
Author(s):  
Meida Rachmawati ◽  
Suzana Widjajanti ◽  
Ahmad Ahmad ◽  
Aslan Aslan

This article aimed to promote English in elementary school students through a fun learning method, called the Fun English Camp. Several studies had been conducted to encounter the best solution to handle this issue. The researchers used PRISMA Protocol as an instrument to collect the data that has been widely used in the process of selecting relevant articles. The researchers reviewed twenty five scientific publications, related to Fun English Camp that has become an English learning approach for beginner students. Through a review of twenty five scientific publications, for instance book and journal, the researchers got scientific evidence that introduction of a learning method with the term Fun English camp has an impact on promoting language learning for elementary school children in Indonesia. Thus, the fun English camp method can be an interesting method to be applied by elementary school curriculum design in Indonesia. Keywords: English Camps, Learning Method, Fun English Learning


Author(s):  
K. R. Ovchinnikova

The relevance of the issue under consideration in the article is connected with the confusion in scientific publications of the concepts of “electronic educational materials” and “electronic educational resources”. The article discusses the concept of “electronic educational materials” from the perspective of general systems theory. And their system character is proved. This allows them to be represented as a single complex of structured information of a specific subject area and didactic materials. These didactic materials support the learning process at all stages of its didactic cycle in accordance with the chosen learning technology based on the didactic capabilities of information technologies. It is concluded that the system of high school electronic materials allows to expand the boundaries of the design activity of the teacher, provide management of the student’s thinking activity, to implement a competence approach to the learning process at university


Author(s):  
Л. Е. Бєловецька

The problem of external independent evaluation in English for admission Master`s degree programs in Ukraine is considered in the article. The perspective for further improvement of English teaching and learning standards at Ukrainian universities has been found. The correspondence to the CEFR basic levels and English proficiency has been identified. Conceptual Principles of State Policy on the Development of English in the Field of Higher Education are considered. The study included 1546 participants. The age of students, who studied to gain the first higher education, was between 17 and 20. The students were not familiar with the structure of External Independent Evaluation and they have never passed it. The research was carried out during the period 2018–2019. The relevance of English language competence in the professional context is noted emphasized as a key point of the presented research. The necessity to provide a sufficient competitive level for Ukrainian graduates through improving correspondent English language training has been considered. The study is based on a study of reports by British experts and contemporary scientific publications presented international researchers have focused on the problems of internationalization and perspectives for Ukrainian universities in the English language dimension. The relevance of studying and adaptation of the UK higher education successful practice has been highlighted. The problems and potential ways of improving students` English language proficiency in the given context are identified. In particular, the study contains important recommendations regarding the number of contact hours and the required levels of English proficiency for the main groups of participants in the educational process in higher education according to international standards.


1970 ◽  
Vol 1 (1) ◽  
pp. i-iv
Author(s):  
A K M A Islam

Journal of Scientific Research EDITORIAL Do we need a new journal? The answer lies in the fact that currently no international journal (online and print) with interdisciplinary character which specifically caters to the academic needs of the international community operates from Bangladesh. This journal aims to fill this lacuna and to be a bridge for the scientists from the east and the west. This is the first issue of the Journal of Scientific Research (JSR). The idea of launching a journal that hopes to publish quality scientific works was planted in early 2008 during a science faculty meeting at Rajshahi University. Now it is our pleasure to see the idea blossom into the first issue of first volume (1 January 2009) that contains scientific work not only of Asian regions but of much beyond that. The inaugural issue indicates the type of journal we hope to become. It is wide ranging and interdisciplinary. Our contributors include scholars at every stage of their academic career. As regards editorial policy and scope the Journal of Scientific Research is a peer-reviewed international journal originally intended for publication annually. But due to a satisfactory flow of manuscripts since the first announcements the publication frequency has now been increased to 3 online issues (one print volume) per year.The journal is a unifying force, going across the barriers between disciplines, addressing all related topics and materials. An international Editorial Board (along with an Advisory Board) comprising of renowned academics from various fields guides our editorial policy and direction. The journal is devoted to the publication of original research (research paper, review paper, short communication) covering the following fields:Section A:  Physical and Mathematical Sciences: Physics, Mathematics, Statistics, Geophysics, Computer, Environmental Science, Communications and Information Technology, Engineering and related branches.Section B:  Chemical and Biological Sciences: Chemistry, Biochemistry, Pharmacy, Biology, Genetics, Fisheries and related branches.The articles selected for the first issue have been reviewed by two discipline-specialists, and their recommendations have been appropriately incorporated. Submissions from the world research community are encouraged to fulfill our mission and aim for the journal to stand for the international scientific publishing standards.    It was clear during the planning and development of this first issue that the Asian region needs a forum through which research could be shared and acknowledged. I hope that this journal will soon be recognised by the wider research community as their forum for the dissemination of knowledge. We hope that the journal will not simply act as a place for publication of material, though obviously this is important, but should act as a catalyst for the advancement of science both within and outside the region.The journal is being published both online and in print. Online publishing, unique in nature, is faster and far less expensive than traditional hard copy publishing. Access of online journals is easier and better images, storage and multimedia are other advantages. I must thank the International Network for the availability of Scientific Publications (INASP) for helping us publish via BanglaJOL – and the help of Ms. Sioux Cumming in this regard is worthy of mention.The success of a journal depends on the quality of its Editorial Board and the reviewers. The effort that I have seen from them speaks well for the future of the new born journal.  Both the Editorial and Advisory Boards should deserve thanks for their indispensable advice and support during the planning phases of the journal. I should also thank the reviewers who contributed their valuable time to complete reviews within a reasonable time. I truly hope that the diversity contained in this first issue of the journal will be the hallmark of future issues. A K M A Islam email: [email protected]  website: www.banglajol.info/index.php/JSR           © 2009 JSR Publications. ISSN: 2070-0237 (Print); 2070-0245 (Online). All rights reserved.DOI: 10.3329/jsr.vlil.1703    


2016 ◽  
Vol 23 (99) ◽  
pp. 53-57
Author(s):  
Evgenij V. Berlizov ◽  
◽  
Viktor Hapiak ◽  
Vira Liubchenko ◽  
◽  
...  

Author(s):  
Achmad Zamroni ◽  
Nurlaili Nurlaili ◽  
Cornelia Mirwantini Witomo

Tantangan pengembangan ekonomi biru di Lombok adalah menurunnya habitat terutama rumput laut, terumbu karang dan bakau, karena tingginya tekanan ekonomi yang menyebabkan orang terlibat dalam eksploitasi sumber daya  perikanan. Tujuan riset adalah mereview penerapan konsep “Ekonomi Biru” pada usaha perikanan budidaya  di Kabupaten Lombok Timur. Data dan informasi dikumpulkan melalui penelusuran dokumen, laporan riset dan publikasi ilmiah terkait topik kajian. Dokumen-dokumen tersebut dianalisis secara konten (content analysis) dan direview dari aspek sosial dan ekonomi yang dijelaskan secara kualitatif. Hasil review menunjukkan bahwa 6 (enam) usaha perikanan dapat memberikan efek berganda yaitu budidaya  lobster, budi daya  rumput laut, pengolahan kepiting, pengolahan limbah kepala ikan, dan tambak garam mempunyai peluang menciptakan efek berganda, artinya keenam usaha tersebut dapat menciptakan alternatif mata pencaharian yang bisa berdampak pada peningkatan ekonomi rumah tangga. Title: Prospects of the Implementation of Blue Economy Concept on An opportunity Fisheries Bussiness in East Lombok DistrictThe challenge of developing a blue economy in Lombok is the decline of habitats, especially seaweed, coral reefs and mangroves, due to the high economic pressure that causes people to be involved in exploitation of fisheries resources. The aim of the research is to review the application of the concept of “Blue Economy” in aquaculture businesses in East Lombok District. Data and information were collected through documents investigation, research reports and scientific publications related to the topic of the study. These documents were analyzed using content analysis and reviewed from the social and economic aspects qualitatively described. The result shows that the review indicates that 6 (six) fisheries businesses can provide multiple effects namely lobster aquaculture, seaweed farming, crab processing, fish head waste treatment, and salt farming have the opportunity to create multiple effects, meaning that the six businesses can create alternative livelihoods that can has an impact on improving the household economy. 


Author(s):  
Anna Shapoval

Analysis of linguocultural aspect of temporal nominations is impossible without involving the problems of hrononymic lexics. Chrononyms is an important information resource of a certain linguaculture, some distinctive peculiarities of conceptual picture of the world. The aim of the experimental analysis is a complex examination of the linguacultural aspect of temporal nominations that function in Chinese and Turkish languages reflecting the concepts of the world. The research was based on the material of the novels “Imperial woman” by Pearl Buck and “Roxolana” by Pavlo Zagrebelniy. The analysis of recent scientific publications allowed us to come to the conclusion that the investigation of hrononymic lexics can involve different theoretical and practical principles. Being guided by the existing classifications of chrononyms (N. Podolskaya, M. Torchinsky, S. Remmer) the linguocultural features of the following types of temporal chrononymic lexical units were identified and studied in the research: georthonyms, dynastic chrononyms, tumultonyms, parsonyms and mensonyms. The results of the research demonstrate that not all lexical units of temporal denotation chosen from the above mentioned novels refer to the class of chrononyms. The group under investigation includes the following lexemes: nominations of the lunar calendar, nominations of the solar calendar, nominations of mixed calendar and temporal slots denoting day and night. The basic system of chronology in the linguiacultures under analysis is the dominance of the lunar calendar nominations (Chinese picture of the world — 51,0 %, Turkish — 40,4 %). In the analyzed works the nominations of the solar calendar are used less often in the Chinese picture of the world; the usage of this unit reaches 20 %, and this phenomenon is historically conditioned. Mixed calendar nominations (21 % of temporal units) are rather common, solar calendar nominations are refined by the monthly calendar; it can be explained by the fact that the Chinese mind is conservative towards the new temporal system. In the Turkish picture of the world 45 % of temporal vocabulary belongs to the solar calendar since in the sixteenth century only a lunar calendar operated in the Ottoman Empire. It should be mentioned that significant place in the temporal vocabulary of “Roxolana” is conditioned by the influence of the linguistic personality of the author, who was a Ukrainian.


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