Reviewerly/exHarmony huggingface dataset:
Online Product Recommendation System Using Sentiment Analysis and Spam Filtering

E-commerce has recently concentrated on the rise of internet retail platforms and can be recommended by multiple consumers who refer to product review opinions to pick their goods and products from their purchasing experience. But, if current product evaluation programs include customers' problems (eg. cost, power, structure, function, etc.) conventional recommendation systems do not recommend alternative products, it is also difficult to meet user requirements. In this paper, we suggest therefore a new product recommendation framework that analyses two forms of information: information on grievances and information on satisfaction from e-commerce review comments. Alternative things can be recommended to meet the needs and can resolve the product issue details as you browse. In this article, we would identify the extraction of complaint information by removing both negative information and positive information from product feedback and clarify alternative product recommendation approaches for complaints resolution and check the efficacy of complaint information extraction and alternative product recommendations.
The Importance of Digital Literacy in Online Learning

Revolution and the COVID-19 pandemic have changed the learning process to be online based. Digital literacy competencies have a close relationship with the implementation of online learning, so it is necessary to conduct research to determine the level of digital literacy in online learning participants. One of the references for measuring the level of digital literacy is the Bawden Conception, which divides digital literacy competencies into four aspects, namely basic digital literacy skills, background information knowledge, key competencies in the field of ICT, and attitudes and perspectives of information users. This study will show a response to the level of digital literacy when measured using the Bawden Concept
한일 근대어 자료로서의 『いろは引朝鮮語案內』

The purpose of this study is to observe the content and background of the book Irohabiki Chosengo Annai(いろは引朝鮮語案內), which was published in Japan in 1904. This study considers the book to be valuable research material in regards to both the Korean and Japanese languages. This book shows its uniqueness in that Korean is written in katakana (片仮 名) rather than Hangul. Therefore, in order to properly use this book as research material, it seems that first of all it is necessary to understand the principle of the katakana notation method for the Korean language that is used in this book. An approach to deciphering the Korean katakana text is essential to this study. Through the research of this study, it was found that the Korean katakana notation in this book provided valuable information in terms of historical Korean phonology and vocabulary. Additionally, the Japanese language in this book reflects the characteristics of modern Japanese that was used during the Meiji (明治) period, and it can be used as a resource to investigate the various problems faced in both the grammatical and lexicological aspects of the period.
Learn to do discourse analysis badly

From my experience, learning and teaching discourse analysis for about 10 years, one of the confusions is often stemmed from the fact that there is no recipes or ‘how to’ manuals, there’s no a fixed, step-by-step sequence of activities or course of action with definite start and end points that must be followed in the same order when we analyse discourse. In this workshop I demonstrate several ways of treating textual data, spoken, written or visual which often fall short of discourse analysis.
DeepChange: A Long-Term Person Re-Identification Benchmark

Existing person re-identification (Re-ID) works mostly consider a short-term search problem assuming unchanged clothes and personal appearance. However, in real-world we often dress differently across locations, time, dates, seasons, weather, and events. As a result, the existing methods are unsuitable for long-term person Re-ID with clothes change involved. Whilst there are several recent long-term Re-ID attempts, a large realistic dataset with clothes change is lacking and indispensable for enabling extensive study as already experienced in short-term Re-ID setting. In this work, we contribute a large, realistic long-term person identification benchmark. It consists of 178K bounding boxes from 1.1K person identities, collected and constructed over 12 months. Unique characteristics of this dataset include: (1) Natural/native personal appearance (e.g., clothes and hair style) variations: The clothes-change and dressing styles all are highly diverse, with the reappearing gap in time ranging from minutes, hours, and days to weeks, months, seasons, and years. (2) Diverse walks of life: Persons across a wide range of ages and professions appear in different weather conditions (e.g., sunny, cloudy, windy, rainy, snowy, extremely cold) and events (e.g., working, leisure, daily activities). (3) Rich camera setups: The raw videos were recorded by 17 outdoor security cameras with various resolutions operating in a real-world surveillance system for a wide and dense block. (4) Largest scale: It covers the largest number of (17) cameras, (1, 121) identities, and (178, 407) bounding boxes, as compared to alternative datasets. Our dataset and benchmark codes are available on this https URL.
IMPROVING THE ACHIEVEMENT OF LEARNING ENGLISH THROUGH COOPERATIVE LEARNING OF NUMBERED HEAD TOGETHER MODEL IN CLASS IXC STUDENTS OF SMPN 3 MUARA BUNGO

This research is motivated by the following problems: (a) Does the cooperative learning of the Numbered Head Together model affect English learning outcomes (b) How high is the level of mastery of English subject matter with the application of the Numbered Head Together cooperative learning method. The objectives of this study were: (a) To reveal the effect of cooperative learning of the Numbered Head Together model on English learning outcomes. (b) Want to know how much understanding and mastery of English subjects after the implementation of cooperative learning model Numbered Head Together.This research uses action research as many as three rounds. Each round consists of four stages, namely: design, activities and observations, reflection, and revision. The targets of this study were students of Class IXC at SMPN 3 Muara Bungo. The data obtained are in the form of formative test results, observation sheets of teaching and learning activities. The results showed that student learning achievement had increased from cycle I to cycle III, namely, cycle I (60.71%), cycle II (75.00%), cycle III (89.29%). The conclusion of this research is that the cooperative method of the Numbered Head Together model can have a positive effect on the learning motivation of the Class IXC students of SMPN 3 Muara Bungo and this learning model can be used as an alternative to English.
The Impact of Customer Experience on the E-government success: Mediating Role of Customer Happiness

A satisfactory customer experience is necessary for the e-government's success globally and captures the attention of recent researchers and policymakers. Thus, the present study investigates the impact of customer experiences such as customer satisfaction, customer comfort, and customer usability on e-government success in Abu Dhabi. This research also examines the mediating effects of customer happiness among the nexus of customer satisfaction, customer comfort, and customer usability on the e-government success in Abu Dhabi. Questionnaires have been used for data collection, while smart-PLS has been used for analysis. The results indicated that customer satisfaction and customer usability have a positive association with e-government success in Abu Dhabi. The outcomes also revealed that customer happiness significantly mediates among the nexus of customer satisfaction, customer comfort, and e-government success in Abu Dhabi. This study has guided the regulators related to the policy formulation regarding e-government success.
Home Dispenser / Nurul Hidayah Rosali

Nowadays, many people welcome the chance to make their daily life more convenient and one’s life a little easier. Cat owners are no exception. Pet foods and supplies have always presented as crucial challenges for both storage and food. Home Dispenser is a food dispenser that have many features and functions that are useful for the pet owner, senior citizen, and public people who have a pet. This product basically focusing on the way how the pet owner can give food to their pet during their absence at home.For the food dispenser, it is completed with a transparent container or bottle.We use the transparent one because this will easier the pet owner to watch the level of food left. The food dispenser also have a tunnel inside it, so that it can flow the food directly to the bowl. On the right side of the food dispenser, a ‘button-like’ push down that can flow the amount of food needed.Next, the place for pet to sleep. This place is located above the place the pet play. For this bed, we use a cosy cushion to makes as a bed sheet. Lastly, the place for the pet to play.We used 100 percent boxes, folded them until become compact, and circle it using a guni rope.A guni rope was the strongest rope among all of the rope such as raffia rope and so on. This rope was used as a place for the pet to scratching.
Beyond Vendor Fairs: Partnering with Vendors to Engage End Users — Presented by William Mischo (University of Illinois); Susan Wald Berkman (Nova Southeastern University); Jalyn Kelley (IEEE); Nancy Linden (University of Houston)

This session provided practical approaches to promoting library resources and services to students. After noting that there is often lack of end user participation in training sessions, Kelley commented on the successes experienced with her co-presenters in cooperatively organizing and conducting vendor fairs and events. Bringing students in to take advantage of opportunities that support their learning, research, publishing interests, and career plans led Mischo to partner with a professional society and other outside partners as the means of attracting participants. He also commented that serving on library advisory boards with publishers and societies yields benefits to libraries through input on pricing and platform features that can benefit users. Berkman outlined Power Publishing Day, an event with publishers and university faculty members presenting sessions on how to be published. Extensive marketing contributed to the success of this annual event, and the organizers looked at both successes and issues that arose on the day of the event to help inform future planning. Working with vendors on special programming showcased the libraries, provided collections awareness, and gave students an introduction to the scholarly and research community.
Sampling-Based MPC for Constrained Vision Based Control

Visual servoing control schemes, such as Image-Based (IBVS), Pose Based (PBVS) or Hybrid-Based (HBVS) have been extensively developed over the last decades making possible their uses in a large number of applications. It is well-known that the main problems to be handled concern the presence of local minima or singularities, the visibility constraint, the joint limits, etc. Recently, Model Predictive Path Integral (MPPI) control algorithm has been developed for autonomous robot navigation tasks. In this paper, we propose a MPPI-VS framework applied for the control of a 6-DoF robot with 2D point, 3D point, and Pose Based Visual Servoing techniques. We performed intensive simulations under various operating conditions to show the potential advantages of the proposed control framework compared to the classical schemes. The effectiveness, the robustness and the capability in coping easily with the system constraints of the control framework are shown.
학습자 중심 수업 설계 - 직소퍼즐 협동학습과 사전･사후 퀴즈 활용 -

In the previous class practice reports, subjects such as introductory Japanese, listening and comprehension, writing, and cultural understanding were considered, but it is difficult to find subjects that require concepts and theoretical learning, such as “Introduction to Japanese Language”. This paper proposes two classdesigns that were conducted according to the contents of the Introduction to Japanese Language, and report on them based on the learner's perception. First, in order to understand the basic concepts, collaborative learning of jigsaw puzzles was conducted. This is intended to induce autonomous learning. In general, students thought that this method was helpful, and they recognized that they were able to understand and explain well, especially due to talking together and feeling the responsibility to explain. Next, in the case of instructorcentered lectures, the contents were reviewed in advance in the form of problems in the introduction stage and checked again in the wrap-up stage. This was intended to stimulate the metacognition of students' learning, which also produced generally positive results. Students were able to grasp important parts in advance and focus on them through the quiz in the introduction stage. In the wrap-up stage, the students were able to review and confirm the learned contents several times through another quiz. As a result, the students got to find out what they missed.
Factors Affectıng Student Loyalty On Student Recruıtment Agencıes In Malaysıa: A Medıatıon Effect Of Student Engagement

This study aims to examine the various factors affecting customer loyalty through the mediating effect of customer engagement. The research methodology was carried out in a cross-sectional survey, and as a descriptive study, the survey method was adopted for data collection. For data collection purposes, a questionnaire on the 5-point Likert scale was adopted, and a sample size of 338 students have been distributed among Yemeni student recruitment agencies in Malaysia. The model was designed by utilizing SPSS analysis for testing the descriptive and preliminary analysis. Also hypothesis for both the measurement model and structural model investigated by (PLS-SEM) software.The results confirmed that customer engagement has a significant and positive partial mediating effect on customer satisfaction, commitment, communication and customer loyalty of Yemeni student recruitment agencies in Malaysia. The result also showed that customer engagement does not mediate the relationship between trust and customer loyalty. The findings also help student recruitments agencies’ managers understand the factors that impact customer loyalty. The results would also enable managers to develop more effective strategies for increasing customer loyalty in student recruitment agencies in Malaysia.The study serves as a guide for a student recruitment agency in Malaysia and anyone involved in this industry. The conceptual framework provides a useful framework to evaluate the factors affecting student loyalty through student engagement and develop future strategies.
A STATE OF THE ART REVIEW ON FAST IMAGE ENCRYPTION BASED ON THE COMPRESSING SENSING

A novel visually secure compressive sensing (CS) based image encryption scheme is proposed. Firstly, the plain image is converted into wavelet coefficients and then, using compressive sensing, confused by a zigzag path and encrypted into a compressed cypher image. The cypher image is then inserted into a carrier image, and a visually stable cypher image is gradually acquired. The original image's SHA 256 hash function is generated to calculate the zigzag confusion and one-dimensional skew tent map parameters, and the map is used to create the CS measurement matrix. The proposed algorithm is therefore highly sensitive to the plain image and can withstand known-plaintext and selected-plaintext attacks efficiently. In addition, our algorithm can simultaneously achieve image data protection and image appearance security, and the size of the cypher image and the original image is equal, requiring no additional bandwidth transmission and storage space. Simulation results and performance analyses both show the proposed encryption scheme's excellent encryption performance.
LibGuides: DVDs in Education, Music and Media: What to Watch Next:

Tips for searching for DVDs, and lists of special interest DVDs Lists from various sources of films, series, and documentaries that are well-regarded by critics and popular with fans
Leopoldina online - in site digital content aggregating service

Increasing amount of digitised content is a very promising fact. It promises a wide and easy access to digitised pictures of valuable content and artefacts. But reality shows us it may be contrary – we encounter problems searching digitised content. Metadata aggregating services solve the problem. Splendid example of such is Europeana providing universal access to European digital cultural heritage resources. Locally we may know digital libraries metadata aggregators, such as Polish FBC (Federation of Digital Libraries). Very functional they have limitation, though. They provide access to limited, in terms of formats, sources. Organisations aiming towards digital transformation face a new challenge – combining variety of available digital content formats. An attempt to address problem of access to different digital resources in a Leopoldina online platform. Developed by University of Wroclaw (UWr), in cooperation with PSNC – Polish national meta data aggregator for Europeana, it aims to aggregate and deliver digital resources of various UWr units. In current paper we present goals of the project, short description of different digital resources available, metadata handling and common, universal search engine design.
HiRID-ICU-Benchmark --- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data

The recent success of machine learning methods applied to time series collected from Intensive Care Units (ICU) exposes the lack of standardized machine learning benchmarks for developing and comparing such methods. While raw datasets, such as MIMIC-IV or eICU, can be freely accessed on Physionet, the choice of tasks and pre-processing is often chosen ad-hoc for each publication, limiting comparability across publications. In this work, we aim to improve this situation by providing a benchmark covering a large spectrum of ICU-related tasks. Using the HiRID dataset, we define multiple clinically relevant tasks developed in collaboration with clinicians. In addition, we provide a reproducible end-to-end pipeline to construct both data and labels. Finally, we provide an in-depth analysis of current state-of-the-art sequence modeling methods, highlighting some limitations of deep learning approaches for this type of data. With this benchmark, we hope to give the research community the possibility of a fair comparison of their work.
Knowledge Resources Heritage of India: A Webometric Analysis

This paper presents the webometric analysis of 16 websites of Knowledge Resources Heritage of India comes under Ministry of Culture, Government of India. This study categories the domains or top-level domains of the websites. Domain and page authority, discovered and lost link, internal and external links, global traffic ranking and Google PageRank of the websites is calculated using appropriate tools such as SEO MOZ, Alexa Web Ranking Tool and Google PageRank. It is found that the website of Khuda Baksh Oriental Public Library has the highest domain and page authority of 62 and 50 respectively. The website of Khuda Baksh Oriental Public Library has highest number of internal links i.e. 3,10,86,062 and external links about 21,12,980 in the study. Web designer take an advantage from this study and design the website effectively in such a manner that people visit the website frequently.
Modi e questioni del credere

There are various ways of believing. And there are diverse approaches to conceive believing, insofar as it means to have opinions, or beliefs, or faith, or trust. The paper draws an overall survey on the points of view from which the theme has been considered: inferential, socio-cultural, linguistic-rhetorical. The aspects pointed out, though distinct, are strongly interconnected and show the dynamic nature of believing as a practice of the other.
Pharmaceutical Industry And Economic Growth: Non-Traditional Empirical Analysis

This article examines the connection connecting the pharmaceutical industry and economic growth. In this case, the connection between the pharmaceutical industry and economic growth was determined using a «contingency table,» and its impact on economic growth is based on the Kerrich method. Empirical analyzes have confirmed that there is an essential link between the pharmaceutical industry and economic growth.
Content Based Image Retrieval

Content-based image retrieval is the application of computer vision. This techniques is used due to the image retrieval problem, that is, the problem of searching of digital images in large databases. This paper presents a review of fundamental aspects of content based image retrieval including feature extraction of color on image, indexing dataset and defining similarity metric to compare the image in dataset. Here we use effective image descriptor the color histogram and and chi-squared distance for comparison matrix. For texture analysis we use gabor filter.
LOL AS A SPECIFIC LINGUISTIC PHENOMENON

The article deals with a relevant problem as the language of the Internet is becoming more and more influential. More and more texts are being written in some of Internet languages so the philologists have to pay attention to such sublinguistic forms however funny and stupid they may seem at first sight. The language of the Internet has been studied for a long time, anyway we consider that the analysis of peculiarities of the Internet language in connection with usual text is worth special attention. The purpose of this paper is to analyze the Lolspeak as a problem for linguistic study and to give special consideration to this type of the Internet slang from the point of view of its grammar and spelling. LOL is sort of a term which refers to a group of words named abbreviations or acronyms. It was used historically as a very restricted notion but appears to be widely used now practically in all other forms of computer-mediatedcommunication, in private correspondence and even in literature. A specific feature of lolcat style is the usage of lolcat images. These cats perform characteristically human actions or use various gadgets including computers. These texts emotion load is expressed by the capitalisation and exclamation, or by some means of creolized English. To summarize the linguistic peculiarities of lolspeak we enumerate them like this: a) spelling; b) syntax; c) lexicon. The article proved the existence of a specific sublanguage of contemporary English which has got the abbreviated name LOL. There are various deciphering and variants of this term. The Lolspeak seems to be spoiled or broken as it has a certain system of misspelling, extraordinary syntactic structure and new words. The necessity of LOL study is explained by its spread in colloquial correspondence and steady moving into many other language and speech layers. The prospects of the research are seen in defining the optimal way of translation of LOL texts.