Reviewerly/exHarmony huggingface dataset:
Named Entity Recognition for an Indonesian Based Language Tweet using Multinomial Naive Bayes Classifier

In Natural Languange Processing (NLP), Named Entity Recognition (NER) is a sub discussion that is widely used for research. the main task of Named Entity Recognition (NER) is to help identify and detect the entity names from a word in a sentence. The data sources we use are a real time Indonesian language tweets that often occur, which the number of letter each tweet is limited to 280 characters. The words contained in that Indonesian language tweets can refer to the name of the entity, location, or organization, so to determine the name of that entity, it must be considered first by looking at the word patterns around it. In Indonesia, an average tweet posted from an account at least is 1-3 tweets per day which contain a formal and non-formal contents that made this a difficult challenge to provide the right entity naming. In this research, we are naming the entities from the Indonesian language tweets by using the Multinomial Naive Bayes Classifier algorithm. The system uses precision, recall, and f-measure as evaluation metrics. Naming this entity is able to classify with a value of f-1 reaching 80%.
Groundwork for the Moral Evaluation of Speech Acts

The childhood platitude, “sticks and stones may break my bones, but words will never hurt me,” has become nothing more than wishful thinking as we prepare each new generation for the slew of hurtful words they will inevitably encounter throughout their life. The truth of the matter is, words can hurt. To discuss how this is possible, a recent surge in philosophy of language literature has had the sole focus of analyzing pejorative language, particularly slurs. From semantic content theories to deflationary accounts, there have been numerous attempts to answer the questions “How can words hurt?” and “Why do some words hurt?” Unfortunately, in the current discourse, the focus has been so heavily on accounting for the features of derogatory words that the accounts skip over providing for even the most basic insult, as an indirect speech act. Using an analysis of insults, I argue that there is a layer of analysis prior to any semantic content that theories regarding speech acts should include and and I present a framework for an ethicist to do such an analysis.
FASTensor: A tensor framework for spatiotemporal description

Spatiotemporal description is a research field with applications in various areas such as video indexing, surveillance, human-computer interfaces, among others. Big Data problems in large databases are now being treated with Deep Learning tools, however we still have room for improvement in spatiotemporal handcraft description. Moreover, we still have problems that involve small data in which data augmentation and other techniques are not valid. The main contribution of this Ph.D. Thesis 1 is the development of a framework for spatiotemporal representation using orientation tensors enabling dimension reduction and invariance. This is a multipurpose framework called Features As Spatiotemporal Tensors (FASTensor). We evaluate this framework in three different applications: Human Action recognition, Video Pornography classification and Cancer Cell classification. The latter one is also a contribution of this work, since we introduce a new dataset called Melanoma Cancer Cell dataset (MCC). It is a small data that cannot be artificially augmented due the difficulty of extraction and the nature of motion. The results were competitive, while also being fast and simple to implement. Finally, our results in the MCC dataset can be used in other cancer cell treatment analysis.
Fraud By the National Australia Bank and The Theft of customer funds

The matters discussed here had their genesis during 1998 and 1999 and relate to instances of theft and fraud engaged in by the National Australia Bank against their customer (Basstech Pty Ltd, acn 006035301 (deregistered 2004)). A long consistent history of matters such as this example saw the establishment of The Royal Commission into the Banking and Financial Services sector (2018). These, the Basstech matters, remain unresolved to this day.Any resolution of crimes such as these must be enacted through the criminal prosecution of the “Corporation”; that is the corporation as a “corporate citizen, a person before the law”. This paper examines one case of theft and fraud by a bank, the problems endemic in corporate prosecution, the personality of the corporation and then explores methods of control and prosecution.
Iwasawa theory and BSD conjecture

In this survey article, we introduce the backgrounds for BSD (Birch and Swinnerton-Dyer) conjecture—one of the seven millennium problems, and Iwasawa theory,which is a main tool of the study of BSD conjecture. Then we discuss the methods and results to study them, focusing on recent progress.
AN ANALYSIS OF MAXIM VIOLATIONS IN MOVIE CONFESSIONS OF A SHOPAHOLIC AND THEIR IMPACTS ON EFFECTIVE COMMUNICATION

This research analyzes the occurrences of maxim violations produced by the characters in the movie Confessions of a Shopaholic and their impacts on the effectiveness of communication. The objects are the maxim violations found in the utterances of the characters, the reasons behind those violations, and their impacts on effective communication. Those data were taken from a movie Confessions of a Shopaholic which was released in 2009. This is a qualitative research using content analysis as the method. Data were analyzed using framework of Cooperative Principle and Effective Communication theory. The research findings show that there are 40 utterances containing maxim violations which produced by all characters: 19 times violated maxim manner (47.5%), 9 times violated maxim quantity (22.5%), 9 times violated maxim quality, and 3 times violated maxim relation (7.5%). The characters violated the maxims with different reasons and contexts. Moreover, maxim violation that affect the effectiveness of communication the most is violation of maxim relation, followed by violation of maxim quantity, manner, and quality. It is implied that maxim violation holds an important role in maintaining the effectiveness of communication. It seems that the less of maxim violations occur, the more effective communication is ensued.
A Case Study on Influential Factors of Group Activities in Middle School English Classes

Group activities could create a good language learning environment, while how the teachers design and practice them influences the results directly.This study is a case study to test whether the target high-school English teachers have been conducting effective classroom group activities.During the research, the researchers observed and interviewed the teachers and the students as well.Then the data were analyzed under the Activity Theory from six factors-subject, object, community, division of labor, rules and tools.The research purpose is to know how the factors affect group activities in different English classrooms.As a result, it is found that the subject, the object and the community are more important; besides, tools and division of labor have different influences on classroom group activities.Finally, it is suggested that teachers should carry out group activities with more diversity to bring students' intention and students should be encouraged to participate more actively in group activities and provide feedback to teachers.
Feature extraction algorithm for fast moving pedestrians with frame drop constraint based on deep learning

When the existing method extracts the information of the fast moving pedestrian, the frame dropping phenomenon may occur, resulting in low extraction precision. A fast moving pedestrian frame loss constrained feature extraction algorithm based on depth tilt is proposed. Block matching and denoising are performed on the pedestrian image. The contour feature extraction method is used to reconstruct the adjacent frames and the reconstructed image frame vector is sub-block fusion. The depth learning algorithm is used to extract the feature quantity of the gray pixel from the frame falling part of the image. Improved feature extraction algorithm for pedestrians with frame loss constraints. The simulation results show that the standard deviation of the frame loss of the extraction result is 8.235 and the standard deviation of the non-drop frame is 4.353. It proves that the algorithm has low frame loss rate and high extraction and recognition ability.
Analysis of modern software products for web sites, their advantages and disadvantages

The available paid and free software products on the market for creation of web-sites for their functionality are analyzed, their advantages and disadvantages are considered. The purpose of this article is to review and analyze the achievements of special software that allows you to create web-sites. One of the key points in the development of the World Wide Web is web development as a process of creating a web site and web-application. The term includes developing e-commerce applications, web-design, web programming, and configuring a web server. There are a number of modern web site development programs. Mobirise is a free program for creating a site with adaptive design. Using the site creation program, it becomes a simple and exciting process. Software allows you to create a site completely free. If you try, you can find free-hosting, which you do not need to pay. Less than the program - no Russian interface. Adobe Muse is a complex program. Creating sites with its help is designed for professional and experienced designers. If you do not want to go deeper in the mud to work with graphics, it's best to stay on Mobirise. Adobe Muse is a program for creating a site template, not work with a ready-made layout. At the beginning, the map of the resource is determined. Then the main page with the main graphic elements will be developed, which will be on other pages of the website. Price is the most undesirable part of working with the program. There is a free version available, but it is only available for a week. Adobe Muse is a program for creating static pages of HTML code. The emphasis is on the graphical effects and appearance of the resource, and not on its functionality. Designed for aesthetic enthusiasm for professional designers, not for beginners and willing to make a trial site. uKit has the necessary functionality to create a corporate business site, personalized business card site, blog, small store or good landing. If there is no time and desire to work with CMS and programming, then you need to pay attention to uKit.
Falantes brasileiros e o falar Espanhol: uma descrição do contato linguístico na cidade de Capanema/PR

The objective of this article is to demonstrate how Brazilian, monolingual speakers living in the border of Brazil and Argentina, the south-west region of Parana/Brazil, assimilate language phenomena in contact as well as verify that evaluations related to the use of Spanish in the Brazilian context are generated from the uses of these speakers. The authors Moreno Fernandez (1998) and Aguilera (2008) support the theoretical-based reflections. The corpus under analysis is composed of speech clippings from informers living in the city of Capanema participating project on beliefs and attitudes in a situation of linguistic contact, organized by researchers from Unioeste and UEL. We analyzed interviews obtained through the questions from a previously elaborated questionnaire to which the interviewees were submitted and that had as objective to verify how the speakers evaluate the language of the other, of the one that speaks in a different way. The depositions revealed both positive and negative evaluations about Spanish speaking, and in this context it was possible to observe even a certain reception in relation to the Argentinean Spanish speaking, which can be explained due to the proximity of Capanema city, which is located in the border between Brazil and Argentina.
Artificial emotion modeling based on container (CUP) algorithm

Human emotion is an extremely complex social phenomenon that dominates many social phenomena. The paper proposes a method of emotional modeling in the context of complex systems based on the container model, which is more intuitive and can be solved than the conventional emotional modeling methods. Meanwhile the container algorithm also has the advantages of high parallelism, so it has practical significance for the simulation and analysis of emotions.
ANALISIS KEPUASAN PENGUNJUNG PADA DINAS PERPUSTAKAAN DAN ARSIP DAERAH PROVINSI PAPUA

This paper presents the results of a study of the effect of library service satisfaction provided by the Provincial Government of Papua. Destruction services are provided through the Regional Library and Archives Service work unit. The independent variable is the service of human resources, the availability of facilities and infrastructure, and information systems. This study uses survey results and documents. The findings explain, that the three independent variables have a positive and significant effect, but the human resource variable has the most dominant influence compared to the other two variables.
Theoretical and methodological bases of children’s creative activity development

We present main approaches of foreign and domestic scientists to a problem of children’s creative activity development in contemporary conditions. We analyze several definitions of “creative activity”. We substantiate the relevance of creative activity development support of younger generation based on the analysis of regulating documents in education and culture, as well as theoretical sources on a research problem. We define prerequisites and functions of creative ac-tivity. We give the definition example of “creative activity” in terms of the psychological condi-tions defining personal development of child as an indicator of successful assignment of cultural and leisure experience. Creative activity appears in inclusion of children in the creative, originative activities aimed at implementation of potential of the personality, its self-development. Creative activity extends to productive processes necessary for the quickest way out of problematic situa-tions that arise in the management environment, education and politics sectors, cultural field, in the implementation of innovation activities, as well as in the case of new forms of creative interaction practical implementation. This phenomenon is due to the enormous potential of creative activity in such social relations as “person – person”, “person – society”, “person – nature”, “person – sign systems”, “person – technology”, “person – artistic image”.
A Bio-Inspired Strategy for 3D Surface Reconstruction of Unstructured Scenes Applied to Medical Images

The use of 3D reconstruction, along with immersive technologies, is a technique used in several areas of research and development. Currently, the most common strategy for performing this type of reconstruction is using a stereoscopic camera model. The problem worsens when the challenge involves unstructured scenes, which are scenes that have an ill-defined cognitive architecture. The present work proposes a methodology for 3D reconstruction of unstructured surfaces using monocular cameras. Thus, modern AI techniques, Computer Vision and Computer Graphics techniques have been applied to solve this problem. The experiments performed in this work can be concluded that the proposed method can reconstruct structured scenes with a hit rate between 63% and 68%, depending on the number of thresholds used in the segmentation, thus being superior to the classical method, where the extraction of points is done over the original image without any pre-processing.
Tone Mapping Operators Evaluation Based on High Quality Reference Images

High Dynamic Range (HDR) imaging applications have been commonly placed recently. Several tone mapping operators (TMOs) have been developed which project the HDR radiance range to that of a display. Currently, there is no agreement on a technique for evaluation of tone mapping operators. The goal of this study is to establish a method based on reference images to evaluate the TMOs. Two psychophysical experiments were carried out for the evaluation of tone mapping operators. In the first experiment, a set of high quality images were generated to possess right extents of image features including contrast, colourfulness and sharpness. These images were further used in the second experiment as reference images to evaluate different TMOs. It was found Reinhard's photographic reproduction based on local TMO gave an overall better performance. CIELAB(2:1) and S- CIELAB metrics were also used to judge colour image quality of the same TMOs. It was found that both metrics agreed well with the visual results.
Maps and Sets—The New Data-structures on the Block

A programming language must provide us with all of the necessary constructs that empower developers to model their domain and problem space clearly and efficiently. Till date, JavaScript lacked support for two fundamental types that most other languages offer, namely maps and sets. This changes in ES6.
Fluid intransitivity in Old Finnish

Fluid intransitivity designates the phenomenon that the intransitive subject (S) may be marked like a transitive subject (A) or an object (O) depending on the syntactic construction where it occurs. In Finnish, the S of existential and possessive clauses is marked like O in terms of case-marking and agreement.&#x0D; This paper examines fluid intransitivity in Old Finnish through a corpus of intransitive clauses with indefinite subjects from Agricola's New Testament and the NT portion of the 1642 Biblia. I will examine various factor groups that may influence the variation found between A-like and O-like subjects in these clauses, such as polarity, quantity, clause type and others. I will then examine the relative strength of these factor groups by a multivariate analysis.&#x0D; Results are that polarity is a stronger factor than quantity, and that possessive clauses exhibit O-like subjects to a greater degree than other clauses. Possible explanations for these results will be discussed.
An Approach for Developing Platform of OLAP

Decision support systems (DSS) have evolved since 1970s. The functions of the system include database access, data preprocessing, data mining, and data visualization. In this paper, a developing platform model Architecture for OLAP is introduced. The system provides a complete solution for decision making. A data mining task may integrate with several mining algorithms. Users cannot easily obtain results from only interesting portion of data. This may prevent the usage of mining from online decision support for multidimensional data. A task manager helps users select data sources and mining algorithms, and build corresponding task models by providing a task wizard. The task processing engine’s function is to schedule and execute tasks.
시 교육에서 독자의 평가적 진술에 관한 연구

This study analyzes the evaluative statements by readers of modern poetry and discusses the essence and educational direction of the evaluation that can be performed by learners in the classroom. First, we grasped the main character of the evaluation statements, based on expert readers’ criticism of So-wol. We derived an extension based on the world in the text on the level of category of the statement, the selective limitation of text correlatives on the target level, and the intersection of universalized discourse and individual discourse on the criteria level. By analyzing how these characteristics appear in learner responses, we investigated the characteristics of evaluation of the world in the text based on self-projection, limitation of evaluation target based on poetic narrator, and full utilization of empirical criterion at the statement level of category, target, and criteria. In this process, we sought alternatives to the problems. When we use evaluative statement in poetry education in the future, we should consider how to clarify the reader''s response, secure the identity of the reader, and also mediate communication between readers.
The Effect Of Two Stay Two Stray Technique Toward Students’ Reading Mastery On Narrative Text

The objective of this research was to investigate whether there was a significant effect of two stay two stray technique toward students’ reading mastery on narrative text at the tenth grade of SMK Mathla’un Nawakartika. The sample of this research was 48 students taken from the tenth grade of SMK Mathla’un Nawakartika. 25 students were from X OTKP as the experimental class and 23 students were from X TKJ as the controlled class.The method used in this study was a quantitative method that designed the experimental.In collecting the data, the researcher conducted test twice to both the classes in which one was as pre-test and another was post-test.And in analyzing the data, the researcher used t-test formula to find out whether there was a significant difference between two variables in this research.The result of statistic calculation obtained that the value of t-observation (to) was 5,60and the degree of freedom (df) was 48. In the table of the significance 5%, the value of (df) = 46 was 1.6735. By comparing the value of to (5,60) with the value of tt (1.6735), it could be seen that the value of to was higher than the value of tt. Then, the alternative hypotheses (Ha) was accepted and the null hypotheses (Ho) was rejected. Based on the result, it could be concluded that there is significant effect of Two Stay Two Stray technique toward students’ reading mastery onnarrative text.
Introduction to Texture Feature

Texture is a characteristic used to partition and classify images into areas of interest.
Structural Texture Features

Structural methods depict texture through well-defined primitives and a structure of those primitives’ spatial relationships.
Teaching Research of Sports Media Major Based on Constructivist Learning View

Faced with the social needs of sports media talents, in view of the problems still existing in traditional teaching, such as over-reliance on teachers' teaching, neglect of experiments and practical links, and overlooking of students' digestion and absorption of needed knowledge, this paper discusses the constructivist view of knowledge, learning activities and students on the basis of analyzing the mechanism of human brain information acceptance. Four elements or attributes of "situation", "cooperation", "conversation" and "meaning construction" in the constructivist learning environment are analyzed. Combining with the training requirements of sports media talents, the training plan, the selection of teaching contents, the reform of teaching methods and the strengthening of experimental practice contents are probed, designed, and summarized, so as to provide sports media personnel training with useful reference.