Reviewerly/exHarmony huggingface dataset:
An Efficient Deep Interaction Network for Click-Through Rate Prediction

Click-through rate (CTR) prediction is crucial for recommender systems and it plays a significant role in Internet companies such as Facebook and Alibaba, etc. How to effectively model the interactions among various original features usually decides the performance of the CTR predictor. In real scenarios, useful features interactions are always distributed sparsely and it is very difficult for deep neural network to learn them by gradient back-propagation mechanism under millions of parameters. In order to alleviate this dilemma, a deep interaction network is proposed in this paper, in which the 1-order, 2-order, 3-order, 4-order features interaction behavior are explicitly modelled. In addition, a convolutional based feature extractor for learning high order features combination is integrated in parallel. Finally the inference logits which indicates the user click probability of all orders are fused by learnable weights. Criteo public dataset is applied to evaluate the performance of the proposed approach and experimental result demonstrates that our deep interaction network outperforms the other state-of-the-art deep models such as FNN, DeepFM, FGCNN, etc, achieving 0.4534 logloss and 0.7645 AUC (area unde curve) over test dataset.
All oxide plasmon-assisted optical modulator

Data usage across the internet is growing exponentially, fueled primarily by the move to cloud computing and penetration of streaming services into developing countries. To address the growing energy needs of data centers, we propose an all oxide plasmon assisted electro-optic modulator, which features enhanced light-matter interaction, and compact sizes as seen in plasmonic modulators while at the same time maintaining low insertion losses, as seen in photonic modulators. This is achieved by utilizing a device design that selectively engages and disengages the lossy plasmonic component, as the device switches from low transmission to high transmission modes.
콘텐츠를 활용한 중국어교육 연구

This study presupposes that it is necessary to build a comprehensive module that can produce and service various contents of Chinese education for instructors themselves for Chinese education in smart learning and smart education era, and as one of the basic tasks for this, this study explores the process of making and using some contents directly, and the results. In the discussion, this study describes the process of making a textbook that is used in actual Chinese lessons as an ebook, the content that was used for the class, and the learner satisfaction with it. This study also presents interactive tools that can be used in the Chinese language education.In the satisfaction survey, most students think that using contents in Chinese education helps improve Chinese language proficiency, and among them, it is said that it is especially helpful to improve listening and reading skills and to learn phonics and vocabulary. Students answered that sound and video support and ease of use are the most important factors in relation to multimedia contents. In the future, it is necessary to produce high quality digital textbooks stimulating learners’ learning motivation positively and satisfying intellectual needs with high convenience, and actively use them in the classroom.If various approaches and active utilization of Chinese contents are made in smart device base, in addition to enhancing the efficiency of Chinese education, it can help strengthen the base competitiveness of Chinese contents in response to the information and communication revolution, the knowledge revolution, and the smart revolution.
Capturing a Total Solar Eclipse

A Total Solar Eclipse is one of the astronomical world's most awe-inspiring phenomena. It is a relatively rare astronomical event that lasts at most a few minutes and can be viewed only at very specific times and from very specific locations on the globe. Capturing and documenting the event so that it can be shared with others is exceptionally challenging because of its rarity and brevity. This article addresses some of the challenges and possible solutions with the use of various forms of technology as well as program management skills.
UTILIZING VLOG IN YOUTUBE TO INCREASE STUDENTS’ INTERESTING IN SPEAKING ENGLISH LEARNING AT THE FIRST SEMESTER STUDENTS’ OF ENGLISH LANGUAGE EDUCATION UNIVERSITAS ISLAM SYEKH YUSUF

This study aims to find out how Youtube contributes the development of students’ speaking English skill. The design used in this research was one group pretest and posttest. The population of this research is all of the students at the first semester of english language education in the academic year 2019/2020 which the accessible population is 84 students while the sample of this research was 30 students. It took by using purposive sampling technique because the writer chose the sample based on proficiency and the sample is suitable for the purpose of the research. The data collected in this reseasrch is quantitative data. The writer used a test to collect the data. Then, to know the noramility and homogeneous distribution or not, the writer used the normality and homogeneity test. From the result of test normality showed that significant value of pretest was 0.047, while the significant of value of post-test was 0.000. It means that the data is not normal distribution, it was because the significant value of post-test 0.000 were less than 0.05. The result of homogeneity showed that the significant score was .026. based on the testing criteria significant score &lt; 0.05. It means the data is not same variant group. Therefore, the test of data hypothesis, the writer used non-parametic test, Mann Whitney test. Its result of test showed that significance score .000 was smaller than probability score 0.05. It was concluded that accepted. In other words there was a significant positive effect of using youtube as media to improve students; speaking english skill.
Artifacts and projects: From Stonehenge to house painting to C&amp;EN’s Top 50 US chemical producers

In Stonehenge, “the banshees live and they do live well,” according to fictional rock group Spinal Tap. While that is probably true, what has remained unknown for centuries is where the rock for the enormous megaliths—each 6 to 7 m in height and 20 metric tons in mass—was quarried from when Stonehenge was erected around 2500 BCE. The conventional wisdom for more than 4 centuries had been that the builders sourced the sarsen stone from Marlborough Downs, England, about 30 km (18.6 mi) to the north. In research published in , a team led by David J. Nash from the University of Brighton has identified a different probable location (2020, DOI: ). The scientists took X-ray fluorescence spectrometry data for 52 Stonehenge sarsens. All but two share the nearly identical chemical composition—more than 99% silica with traces of other elements, such as aluminum, iron, and titanium—and thus likely originated from
Digital Technology In Service Of Virtual Academic Mobility

The article presents the experience of Novgorod State University (Veliky Novgorod, Russia) and Appalachian State University (Boone, NC, USA) in the use of digital technologies for virtual academic mobility. It describes the options for use of four technologies in online and blended course teaching – Moodle, Facebook, OpenQwaq and Double Robotics. Studying in the Moodle system, students have the opportunity to familiarize themselves with educational materials on the course website at any time. However, the disadvantage of Moodle is the inability to receive quickly feedback. Unlike Moodle, Facebook allows instantly to transfer information to all members of the group. OpenQwak 3D Virtual World offers a virtual reality where everyone perceives space, movement and the presence of others. Using Double Robotics, a telepresencerobot, allows project participants to make video calls to the screen on wheels, which they control remotely. In addition to the development of virtual academic mobility, the above discussed digital learning technologies allow the inclusion of those who may not have had previous access to education (for example, students with disabilities). This experience could be interesting and useful for a wide audience – instructors, professors, instructional designers, administrators, and assistants – interested in learning the best international practices in the field of online and blended education.
GA-based laser speckle pattern digital image correlation method for surface strain measurements

This article introduces an innovative technique that integrates a genetic algorithm (GA)-based digital image correlation with laser speckle photography for the estimation of surface displacements in structures.The images (before and after deformation) are digitized using a digital camera, and the grayscale intensity matrices are read and processed by an image processing algorithm.The two matrices of the images are then inputted into GA-based optimizer that utilizes an advanced cross-correlation fitness function to approximate the surface displacements.Furthermore, the surface strains are computed from the displacements using radial basis function differentiation and interpolation.The computed displacements are compared with simulated results obtained by the boundary element method.Close agreement between the two results proves the validity of the developed noncontact technique for accurately estimating surface displacements and strains.These experimentally estimated displacements can further be used in an inverse technique to detect and characterize subsurface cavities in structures.
Reflections on Platonov Reflections on Platonov: The Summary of the RAS Institute of Philosophy’s XVI Conference “Problems of Russian Self-Consciousness: ‘People Can Live, but It Is Forbidden,’ Dedicated to the 120&lt;sup&gt;th &lt;/sup&gt; Birth Anniversary of Andrei Platonov”

On September 24, 2019, the Institute of Philosophy of the Russian Academy of Sciences held the XVI Conference “Problems of Russian Self-Consciousness: ‘People Can Live, but It Is Forbidden,’ Dedicated to the 120 th Birth Anniversary of Andrei Platonov.” The presentation of reports by the participants was built as a discussion about the book Philosophical Anthropology of Andrei Platonov by S.S. Neretina, S.A. Nickolsky, V.N. Porus (2019). After the reports of the book’s author, other scholars from various Russian universities and research institutes made presentations. The main topics of the reports were: the relationship between philosophy and artistic creation, the writer’s response to the historical and cultural context of his epoch, the formation of a special language for describing the reality perceived by the author, the need for interpretation and study of human nature in the culture of the 20th century. During the discussion, a special interest was paid to the motives of utopia in Platonov’s work, to the themes of the realization of abstract ideas, the correlation of a general idea and a particular thing, the motives of dehumanization and humanism, the literary motive of “duality” and alienated and impartial observation and witnessing, the existential problem of borderline states that transform a person and society.
PENGEMBANGAN BAHAN AJAR PELUANG DENGAN PENDEKATAN KONTEKSTUAL BERORIENTASI PADA KEMAMPUAN PENALARAN DAN DISPOSISI MATEMATIS BERBASIS ANDROID

Abstract: The purpose of this study is to produce a product in the form of opportunity teaching materials with a contextual approach oriented to mathematical reasoning and disposition abilities with an Android-based basis. Teaching material was developed using the development research (R&amp;D) methodology. Teaching materials are validated, then tested on third semester students of the Mathematics Education Study Program at the University of Muhammadiyah Kotabumi Academic Year 2019/2010. Based on the results of the validation, an assessment is obtained from the side; 1) graphic design obtained a score of 153 in the very good category, 2) presentation of the material obtained a score of 129 was in the very good category, 3) the feasibility of the content obtained a score of 90 was in the very category, 4) Reasoning obtained a score of 37 which is in the good category because are in the interval of 30 ≤ S ≤ 38. Furthermore, based on the results of tests on students, an assessment of; 1) aspects of the display is obtained a score of 659 is in the good category, 2) aspects of the presentation of the material obtained by a score of 655 is in good, 3) aspects of the benefits obtained by a score of 1039 are in the good category. Thus it can be concluded that the teaching materials made have met the criteria of validity, practicality, and effectiveness
THE EFFECTIVENESS OF USING COMMUNICATIVE APPROACH IN TEACHING SPEAKING SKILL FOR HIGH SCHOOL STUDENTS

This study attempts to investigate the methodology that is used in teaching English, especially for speaking skill. The study is intended to know whether the students who are taught speaking by using communicative approach get better result than those who are taught speaking by using traditional approach. This study was conducted at SMP Inshafuddin Banda Aceh by using experimental design. The population was the second grade students. There were only two classes in this grade where the writer took the whole population as the sample. To collect the data, the test was given; pre test and post test. Furthermore, the collected data were analyzed by using T- score. The findings show that communicative approach gave the solution to students' problem. The problem was not only come from the students but also from the teacher. Communicative approach motivated the students in learning English by making them more interested and active in the classroom as a result they have better self confidence in speaking English than before. The finding of this study supports the alternative hypothesis where the T-test (5, 08) is higher than t- critical at level of significant 0, 05 (2.00) and at the level of significant 0, 01 (2, 65) for one tail test. Conclusively, communicative approach is better than the traditional approach in teaching speaking. Furthermore, it is suggested that the teacher need to use communicative approach in teaching English, especially speaking so the students involved in the learning process.
Application of Polar Code-Based Scheme in Cloud Secure Storage

In view of the fact that the quantum computer attack is not considered in the cloud storage environment, this paper selects the code-based public key encryption scheme as the security protection measure in the cloud storage. Based on random linear code encryption scheme, it employs the structure of the RLCE scheme and Polar code polarization properties, using the Polar code as underlying encoding scheme, through the method of RLCEspad, putting forward a kind of improved public key encryption scheme which considers semantic security and is resistant to adaptively chosen ciphertext attacks. The improved scheme is applied to cloud storage to ensure that the storage environment will not be attacked by quantum computer while ensuring the confidentiality, availability and reliability.
Macdonald-Kelce Library: Cybersecurity: Books

Resources to assist with the successful completion of a Cybersecurity degree at UT Find books in the library stacks
TEXT SUMMARIZER FOR URL AND .DOCX FILES

The objective of this model is to compute a block of text and return its equivalent summary.The text provided could be both content from an online website or an offline text document.The purpose of this project is to help generate an efficient algorithm which could provide a meaningful summary of the text and help the user save time on reading and help grasp maximum information in a minimalistic amount of time.
ANALISIS PERANCANGAN SISTEM INFORMASI MEDICAL RECORD PADA POLI KLINIK PATOLOGI ANATOMI DENGAN MENGGUNAKAN VISUAL BASIC 6.0 DAN CRYTAL REPORT

This is System very complex because have to earn to do record keeping of transaction start from inspection of laboratory, inspection of doctor, lodging, and apotek of Poli Clinic for the drug of road street, and also facility additional facility like infus, operation and others.For the system of inspection of just doctor, this system of this system have to earn to give information about ill history of patient, allergic of drug which in distress, drug history which have been consumed, doctor which have handled and inspection priode which have been done. For the inspection of, laboratory have to can give information about inspection type,  laboratotium have to can give information about done inspection type and its result, what its of him which in giving by laboratory doctor about result of that inspection.Pathology Anatomy is science area doing pandemic research. Which in patient distress pursuant to anatomy which have been lifted from patient body checked by in anatomy pathology laboratory to know disease type.Keyword : Medical Record, Poli Clinic, Phatology Anatomy
L2 번역 과정에서 전문가와 학생의 검색어 고찰 - 검색어의 언어와 길이, 형태를 중심으로 -

Search queries that play a critical role in an efficient searching activity during a translation process have received little attention in domestic translation studies. Based on the experimental data from five professionals and five students, this study aims to identify how students differ from professionals in language, length, and forms of search queries during the Korean-to-English translation process. The analysis results showed that students preferred SL queries whereas professionals preferred TL queries. Mixed queries were used more actively by professionals. Students applied a large number of Korean queries longer than two words in dictionaries, suggesting their heavy dependence on sample sentences, while professionals rarely did so. Students also had many one-word English queries arising from the previous dictionary search results, but professionals made many queries without any usage of external resources. English queries more than two words were found less in students not only because some students rarely verified collocation in search engines but also because professionals frequently included articles and prepositions in queries in an effort to narrow down the search results.
Shortest Path Problem in Pedestrian Transfers Application in Unity

In the past 15 years, terrorist organizations have made tactical changes in their attacks, while the defense elements have continuously improved their doctrines.In some parts of all operations, especially the Homeland Security Operation, the troops were forced to move from one point to another in the field as pedestrians.In the present study, a visual application showing the shortest route to the target was made to the troops acting as pedestrians in the field.First of all, threedimensional model of a certain region was created by using height maps in Unity Game Engine.A Star algorithm and Navigation Mesh help to move pedestrian elements in the terrain.As a result of the study, a decision support system was developed showing the direction in which troops move during the transfer to the field by using a star algorithm and navigation mesh.
Human outline keypoints detecting via global and grouping strategy

Different from human's pose estimation, the outline keypoints detecting task has not yet long been researched sufficiently in computer vision field. Body's outline cannot be directly recovered with joint keypoints or skeleton only, even with the aid of semantic segmentation. Detecting points of human's outline is still a challenging and relatively new work which aims at describing the outline shape of a human being with ordered keypoints. Moreover, the estimation must be robust with interference, such as self-occlusion or complicated background. By analyzing the characters of the task, we put forward global and grouping strategy. Based on this, we introduce a method to regress 63 keypoints in real-time with outstanding capability even in mobile device. Experimental results show that the proposed model has excellent state-of-the-art performance over traditional pose estimation models.
Contextualization to Enhance Students’ Writing Ability

This study aims at improving the writing ability of grade seventh through contextualization at a state junior high school in the Special Region of Yogyakarta, Indonesia.Contextualization means to teach language in a context or to provide a context for language teaching to the language teaching and learning process connected with real life.The study was an action research.Three cycles consisting of nine meetings were performed.A class of grade seven students at the school was the subjects of this study.Data condensation, data display, and conclusion drawing or verification were used to analyze students' writing qualitatively.Descriptive quantitative analysis was also used to analyze the data.The results show some improvements in the students' writing ability.First, students felt that their learning was meaningful.Second, students were motivated in writing.Third, students could express their ideas and develop them into paragraphs.Fourth, students' grammatical mistakes were reduced.The result of quantitative data showed that the average scores of the content, paragraph organization, vocabulary, language use, and mechanics improved significantly.In terms of the process, the students' positive behavior on the verbal and non-verbal aspects improved while their negative behavior decreased.
Data Processing System Using CQRS Pattern and NoSQL in V2X Environment

The vehicle-to-everything (V2X) environment comprises a variety of devices that exchange or share vehicle-to-vehicle, vehicle-to-infrastructure, and vehicle-to-pedestrian information while the vehicles are being driven.In V2X environments, large amounts of unstructured data are recorded by various devices.Storing large amounts of unstructured data in a relational database would require all the data generated by the different types of devices to be normalized.In addition, the transaction-based Atomic, Consistency, Isolation, and Durability (ACID) characteristics of relational databases would not be suitable for processing large amounts of data of this nature.In this study, we apply the Command and Query Responsibility Segregation (CQRS) pattern to separate commands and queries and to process large-scale data efficiently.NoSQL, which provides specialized functions for handling unstructured data, as well as the commands and queries, can be separated; thus, NoSQL and RDBMS can be selectively used depending on the V2X environment and system characteristics.We propose a data processing system suitable for the V2X environment using a CQRS pattern and the NoSQL-based database.By applying the CQRS pattern, NoSQL and RDBMS can be used together.When storing large amounts of data, use NoSQL, and when providing information or statistics to users, select an RDBMS to use together.In addition, both repositories can be easily scaled up when processing large amounts of data, making efficient use of resources.
Zero-Shot Super Resolution for Satellite Remote Sensing Images

Due to the great distance between the satellite platform and the ground targets of interests, various factors such as weather and light conditions degrade the image quality captured by the sensors. Single image super resolution (SISR) has always been an important research field in satellite remote sensing image process. With large amounts of low resolution to high resolution (LR-HR) pairs generated by predefined downscaling process, usually noise-free bicubic interpolation with anti-alias, recent deep learning models have shown great improvements on natural image under such ideal conditions. However the real-world degrading process of remote sensing (RS) images differs greatly from the ideal configuration, the state-of-the-art models lose their power when faced with the practical problems. This letter adapted the recently proposed zero shot super resolution scheme to accommodate satellite RS images, both quantitative and qualitative results show that our method outperforms the previous DL-based models by a clear margin.