Reviewerly/exHarmony huggingface dataset:
L-MPC

A binary-weight hourglass network (B-HG) accelerator for landmark detection, built on the proposed look-up-table (LUT) based multi-level prediction-correction approach, is enabled for high-speed and energy-efficient processing on IoT edge devices. First, LUT with a unified mode is adopted to support convolutional neural network with fully variable weight bit precision to minimize operations of B-HG, which achieves 1.33×-1.50× speedup on multi-bit weight CNN relative to the similar solution. Second, multi-level prediction-correction model is proposed to achieve computational-efficient convolution with adaptive precision. The operations saved can be increase by about 30% than the two-stage model. Besides, nearly 77.4% of the operations in B-HG can be saved by using the combination of these two methods, yielding a 2.3× inference speedup. Third, block computing based pipeline is designed to improve the residual block deficiency in B-HG. It can not only reduce about 66.2% off-chip memory access than the baseline, but also save 60% and 31% on-chip memory space and access compared to the similar fused-layer accelerator. The proposed B-HG accelerator achieves 450 fps at 500MHz based on the simulation in TSMC 28 nm process. Meanwhile, the power efficiency is up to 8.5 TOPS/W, which is two orders of magnitude higher than the dedicated face landmark detection accelerator.
Media Berbentuk Katalog PT. Polymindo Permata Kota Tangerang Penunjang Informasi Dan Promosi

PT Polymindo Permata Tangerang which is new and still use the spoken and written media, exhibitions, events and websites but the less effective media to inform and introduce PT Polymindo Permata Tangerang city, PT. Polymindo jewel of the Tangerang city requires media catalog to support various activities such as informing the public at large. On the concept of there stages of Rough Layouts, Konferenship Layouts, Layout So. In order to produce an interesting catalogue of media design and quality used applications supporting Adobe Illustrator CC, then from it because the author does the design needs of media catalog.
Law in the Face of Disruptive Technology, An Introduction

Disruptive innovations provoke controversial political responses.They affect established business models and settled social norms.The question faced by society is whether and how to regulate innovation.The question grows more pressing as innovation grows more rapid.In pre-antiquity, innovation similarly engendered major changes to society.For example, improvements in irrigation technology caused whole populations to migrate to large cities in Ancient Egypt.The pace of social change was, however, comparatively slow, as was the diffusion of technology.It could take hundreds of years for a new technologysay an improvement in agricultureto spread.The resultant social pressures, even if significant, did not require wide-scale interventions into the economy.Indeed, they did not even require the formation of government.But we now live in a time of rapid change: technologies are developing fast, digital economies are emerging and markets are growing more integrated.Netflix rendered DVDs obsolete.What Netflix did to DVDs is what Uber will do to taxis.Incipient technologies, such as nanorobotics and genetic engineering, are widely forecast to revolutionise our lives.The impact of all those technologies is unknown and to some extent unknowable.In the context of that uncertainty, the role of law, legislators, courts and regulators is paramount.At its core, the concept of "disruptive innovation" refers to business models or technologies that challenge incumbent businesses, successfully targeting overlooked market segments.In common parlance, the term has begun to encompass all technological and business breakthroughs which reshape markets.Such innovations lead to a need to reassess the effectiveness of the existing legal frameworks and, if appropriate, to reform the law.The legislator faces a difficult choice: either let judges decide according to the current law, or promulgate new legislation.Although these two options may seem mutually exclusive, they also overlap.Thus, the legislator may decide to let judges decide cases according to pre-existing rules at first.Once the new dynamics are fully understood, new statutes may be drafted or old ones amended.
Aesthetic QR Code Authentication Based on Directed Periodic Texture Pattern

More and more people use mobile phones to buy goods through scanning the printed aesthetic QR code. QR code has become an important payment tool in today’s business. However, there is an inevitable risk in payment processing. In particular, it is difficult to detect whether an aesthetic QR code has been tampered by the attacker. Therefore, it is extremely important to carry out security certification for aesthetic QR code. We propose an algorithm based on the combination of directional periodic texture pattern and aesthetic QR code. Firstly, the aesthetic QR code is generated based on the Positive Basis Vector Matrix (PBVM), whereas the watermark is encoded into 4-bit Gray code and quantized into angles. Then, a periodic texture pattern is generated using a random matrix, and a directed periodic texture pattern is obtained by rotating the texture pattern according to the quantization angle. Finally, the new texture pattern and the aesthetic QR code are fused to obtain an authentication aesthetic QR code. The experiments verified that the aesthetic QR code can be correctly decoded and the watermark can be properly extracted. By utilizing the locating position patterns of the QR code, the additional watermark reference block is not required, therefore, the capacity of the watermark is enhanced. Moreover, the proposed scheme realizes the anti-counterfeiting authentication of aesthetic QR code, and maintains a better visual quality.
Virtual Reality in Media and Technology

Virtual and Augmented Reality technologies have by now become established in numerous engineering areas of application. Also in the cultural and media fields interactive three-dimensional content is being increasingly made available for information purposes, and used in scientific research. On the one hand, this development is accelerated by current advances in smartphones, tablets and head-mounted displays. These support complex 3D applications in mobile application scenarios, and enable us to capture our real physical environment using multimodal sensors in order to correlate it with the digital 3D world. On the other hand, new automated digitization technologies such as CultLab3D of the Fraunhofer Institute for Computer Graphics Research IGD allow the production of the necessary digital replicas of real objects, quickly, economically and of high quality.
Research on the Application of “Integration of Guiding and Learning by Three-stage Advancement” in College English Microteaching Based on Cloud Platform

The introduction of micro lecture has opened a new window for college English teaching. With micro video as the main carrier, supplemented by abundant teaching resources on the cloud platform, teachers guide students to conduct effective independent learning in the three stages: pre-class, in-class and after-class.
ACCOUNTING SYSTEM DESIGN FOR THE OPERATION OF RENTAL FLATS AND SPORTS VENUE OF RIAU PROVINCE

The study aimed at conducting an analysis towards the operation of Athlete Homestead for the National Sports Week in 2012 belonging to Riau Province. Regarding the Finance Operation System in the form of Sub-district Development Program-Regional Public Service Agency (PPK BLUD), the researcher designed the Accounting System for the Regional Public Service Agency of the Rental Flats and Sports Venue. The data analysis in this study used the descriptive qualitative method by describing the accounting system design for the operation of Rental Flats and Sports Venue through the Sub-district Development Program-Regional Public Service Agency (PPK BLUD) with the procedure comprising: designing the rent system and procedure of the Rental Flats and Sports Venue, designing the system of cash management from the rent income, implementing focused-group discussion with the related parties and the government, working on the policy improvement draft for the operation of the Rental Flats and Sports Venue belonging to Riau Province.Based on the result of the study and discussion, it can be concluded that in order to improve the effectiveness of the service and operation of Rental Flats and Sports Venue with sound business practice, it is necessary to implement the Finance Operation System in the form of Sub-district Development Program-Regional Public Service Agency (PPK BLUD). The design system of the Sub-district Development Program-Regional Public Service Agency (PPK BLUD) comprising the organization chart, the transaction proof document, and the financial management procedure
Modeling and Verification of Response Time of QoS-aware Web Service Composition by Timed CSP

Web service composition enables the provision/reusing of existing services in different business processes to satisfy different business requirements without investing in new infrastructure.QoS-aware web service composition seeks to help users find the optimal solution with maximization of users' satisfaction.A number of approaches based on Communicating Sequential Processes (CSP) have been proposed to model and verify properties of web service composition.However, little work has been done in verifying inputs, outputs and QoS criteria of web service composition.In this paper, we present a framework to model and verify QoS-aware web service composition by Timed CSP.It helps verify whether the service composition can accept inputs, generate outputs, and meet QoS requirements as specified.To do the verification, transformation rules that map QoS-aware web service composition to Timed CSP are defined.In order to explain the framework and transformation rules, we design a case study, where the model of QoSaware web service composition is transformed to the model of process composition in Timed CSP and the program in machine-readable CSP (CSPM).Furthermore, experiments are performed by using the Failure Divergence Refinement (FDR) tool to verify inputs, outputs, and QoS of the service composition.
IRF (INITIATION-RESPONSE-FEEDBACK) ON CLASSROOM INTERACTION FOR COMPUTER STUDENTS IN SMK 1 YAPIM MEDAN

This study was about IRF (Initiation-Response-Feedback) On Classroom Interaction For Computer Students in SMK 1 Yapim Medan. The aim of this study were to state clearly the objectives of the study in relation of the problems posed. The objective was to describe how the pattern of IRF in the classroom interaction for computer students. This research used qualitative research. The data were collected in three ways by observing by video recording, interviewing and questionnaire. The data was analyzed based on Sinclair and Coulthard theory (1975). The result of this study were the following (1) The language used by the teacher and the students in the classroom interaction was not balance. Both teacher and students used bahasa for 70% and the rest 30% for English. (2) There was the lowest pattern responded by student. It had 20% responses given to the students because the students made many mistakes in pronouncing some words when they read the text. The teacher feedback was the dominat pattern in the classroom interaction rather than initiation. It is suggested to English teacher especially for English teacher who is teaching computer students to improve students English by by having practice and supporting them to be brave to speak English. Keywords: IRF (Initiation-Response-Feedback), Classroom Interaction, Computer Students
RELATIONSHIP BETWEEN JOB CHARACTERISTICS AND ORGANIZATIONAL COMMITMENT WITH JOB SATISFACTION AS MEDIATING VARIABLE: A STUDY AT CONVENTIONAL BANKS IN TERNATE

The objective of the study was to develop conceptual method and analyze role of job satisfaction in relationship between job characteristics and organizational commitment in conventional bank in Ternate, North Maluku, Indonesia.The study was an explanatory study that explained causal relationship between variables using quantitative approach.The units of analysis or subjects were back office staffs (clearing, deposit and saving and accounting staffs), front office staffs (teller and customer service) and head of units or branch.The total subjects were 106.The study was conducted between July and December, 2018.The analysis method was Smart Partial Least Square (Smart PLS) version 3.2.7.The findings showed that job characteristics had direct influence on organizational commitment.Job satisfaction was mediating the relationship between job characteristics and organizational commitment.Organizational commitment was partial mediating variable.It means without job satisfaction, job characteristics have influence on organizational commitment.
THE CYCLE OF SELF-FULFILLING PROPHECY IN ACADEMIC WRITING

Fear of writing can be caused my many reasons. Some reasons come from the learners, some from the teachers and some from the surrounding environment. A learner with negative feelings towards writing may present this fear into having writing anxiety when it comes to classrooms activities. This fear can become a never-ending cycle of fear towards writing. This pilot study is done on 108 respondents to find. Out the influence of perceived difficulties, reasons for writing and writing anxiety on ESL academic writing. The instrument used is a 56-items survey with 5 likert scales. Findings of the study displayed an interesting self-prophecy towards writing. The results of the study revealed that many learners’ perception of writing difficulty started in semester one of their study. This fear can be aggravated by a non-supporting learning environment by the writing teachers. Next, cognitive anxiety such as low self-esteem added on to the negative feeling on writing. This negative feeling can be rooted from the learners past experience (somatic anxiety) on the learning of writing. Finally, learners may end up showing avoidance bahaviour such towards learning writing. They would only write essays in English if they were not given any choice. Article visualizations:
Efficient Learning Strategy of Chinese Characters Based on Usage Frequency and Structural Relationship

In this paper, we propose an efficient learning strategy to optimize the learning order of Chinese characters. First, we construct a network of Chinese characters according to their hierarchical structural relationships. Then, we develop a new measure of character importance as weight that incorporates the cost and the benefit of learning one character based on its usage frequency and structural relationship. During the learning process, the unlearned character weight is updated dynamically while its ancestor character is learned. Following this strategy, the learning order of Chinese characters is optimized in order of characters weights. The results show that our strategy is significantly efficient for learners to recognize more Chinese characters or reach higher cumulative usage frequency with less learning cost.
UPAYA MENINGKATKAN RASA INGIN TAHU DAN PRESTASI BELAJAR ILMU PENGETAHUAN ALAM MATERI PEMBENTUKAN TANAH MELALUI MODEL PEMBELAJARAN MAKE A MATCH

On science learning at fifth grade SD Negeri 2 Kotayasa showed that learning process still used lecturing method and lack of students’ participation. The research was aimed at improving curiosity and science learning achievement at class V SD Negeri 2 Kotayasa. The research was done in 2 cycles which consisted of 2 meetings for each. The result of the research showed that there was an improvement. The average of curiosity in cycle I was 30,3. Meanwhile, the average of curiosity in cycle 122,2 and for cycle II there was an improvement on which the average was 159 with 81,5% as the classical completeness. Based on the data aforementioned, it could be concluded that make a match learning model could improve curiosity and science learning achievement on land forming material through making a match learning model in class V SD Negeri 2 Kotayasa. This classroom action research improved curiosity and science learning model on land forming through make a match learning model.
TEACHER’S INITIATION IN ENGLISH CLASSROOM INTERACTION BASED ON SINCLAIR AND COULTHARD MODEL

This study was about teacher’s initiation in English classroom interaction based on Sinclair and Coulthard Model. The aimed of this study were (a) to find out the types of teacher’s initiations used in English classroom interaction based on Sinclair and Coulthard Model, (b) to find out the dominant type of teacher’s initiation used in English classroom Interaction based on Sinclair and Coulthard Model, and (c) to find out the reason why the teacher used the dominant type of initiation during the teaching and learning process. This research used qualitative research. To answer the problems of the study, the data were collected in three ways by observing, recording and interviewing. The data were analyzed based on Sinclair and Coulthard theory (1975). The result of this study were the following, (a) There were nine types of teacher’s initiations found during the teaching and learning process, namely, teacher elicit, teacher inform, teacher direct, listing, re-initiation (i), re- initiation (ii), check, repeat, and boundary. (b) the dominant type of teacher’s initiation used in English classroom interaction was teacher elicit, which was 40%. (c) the reasons why the teacher used the dominant type of initiation during the teaching and learning process was categorized based on the variables that were affected on teaching and learning process (Gage,2004), they were: the teacher believed that by initiating elicit, it could create an effective classroom interaction, the teacher believed that by initiating elicit, it could push the students on process of flashback, the teacher believed that by initiating elicit, the students would be encouraged to become more confident and braver to participate actively during the teaching and learning process.Key words: Teacher’s Initiation, Classroom Interaction, Sinclair and Coulthard.
Pembelajaran Berbasis Teknologi Informasi dan Komunikasi Pada Mata Pelajaran Bahasa Inggris dan Matematika

Both Math and English are the two subjects that most of students have difficulty on it. To understand Math requires logical thinking that most of students do not have. To understand English, in which the written and sound are different with our first language, requires habit to hear and write English a lot. Students need to be accustomed to using English on everyday activities. In fact, most of students tend to use Javanese or Indonesian to communicate to others. Teachers also get difficulties on motivating students to learn Math and English for the better future. Some students have struggled to learn them, but still, the results are not satisfying.Observing this phenomenon, as the lecturers of English and Math, we are trying to help the teachers on giving material with the different point of views. We introduced different approaches on giving exposure to students about Math and English. English will be taught by employing Podcast, math will be introduced by using Geogebra. It is expected that teachers and students will have another perspectives; we can say that the teachers may have another style of teaching and students will get additional learning styles.
Practical Researches on the Teaching Reform of Programming Design Course

Programming is an important basic course for undergraduates majoring in the major of computer science. It plays an important foundation role in the follow-up studying and development of students. However, the teaching content is rather single and outdated, and the teaching methods are relatively backward, which have become one of the main obstacles affecting and restricting the improvement of teaching quality. Based on the analysis of the problems existing in the current programming course of computer specialty, this paper discusses the methods in teaching reform to improve the teaching quality of this course.
Enriched Lawvere Theories for Operational Semantics

Enriched Lawvere theories are a generalization of Lawvere theories that allow us to describe the operational semantics of formal systems. For example, a graph enriched Lawvere theory describes structures that have a graph of operations of each arity, where the vertices are operations and the edges are rewrites between operations. Enriched theories can be used to equip systems with operational semantics, and maps between enriching categories can serve to translate between different forms of operational and denotational semantics. The Grothendieck construction lets us study all models of all enriched theories in all contexts in a single category. We illustrate these ideas with the SKI-combinator calculus, a variable-free version of the lambda calculus.
Pengaruh Penggunaan Media Game Edukasi terhadap Peningkatan Pengetahuan Anemia pada Siswa SDIT Al-Falaah Sambi Boyolali

School-age children need nutrition education to prevent the occurrence of nutritional problems, one of which is anemia. From the initial survey there were 22,2% of the students SDIT Al Falaah Sambi who had less anemia knowledge. The purpose of this study was to determine the effect of the use of educational media games as a nutritional education suggestion, to increase the knowledge of anemia in students of SD Falah Sambi. This type of research is combination of Research and Development and Quasy experiment. Sample was done by Simple Random Sampling technique with total sample of 50 student. Data analysis used Kolmogorov Smirnov and Paired Sample Test. Based on the results of data analysis using Paires Sample Test, the test results obtained p = 0.000. so that it showed an influence on students' knowledge after being given nutritional education with educational media games. The average knowledge score of respondents after being given nutrition education increased from 17.24 to 19.24. The results showed that 60% had a good knowledge, 40% had enogh knowledge.
Is CS really for all, and defending democracy in cyberspace

The Communications Web site, http://cacm.acm.org, features more than a dozen bloggers in the BLOG@CACM community. In each issue of Communications , we'll publish selected posts or excerpts. twitter Follow us on Twitter at http://twitter.com/blogCACM http://cacm.acm.org/blogs/blog-cacm Mark Guzdial mulls the difficulty of getting into a computer science class, while John Arquilla ponders political warfare in cyberspace.
Exploration and Discussion on the Reform of Higher Mathematics Teaching

Higher mathematics plays an important role on students in cultivating the ability of logical reasoning, spatial imagination, innovative thinking, and solving practical problems. Designing the syllabus and content according to the professional characteristics of students, the mathematical modeling is used as a main tool to guide the students to discover the essential connection between mathematical knowledge and practical problems, and promote the ability of self learning and thinking.
A Matrix Information-Geometric Method for Change-Point Detection of Rigid Body Motion

A matrix information-geometric method was developed to detect the change-points of rigid body motions. Note that the set of all rigid body motions is the special Euclidean group S E ( 3 ) , so the Riemannian mean based on the Lie group structures of S E ( 3 ) reflects the characteristics of change-points. Once a change-point occurs, the distance between the current point and the Riemannian mean of its neighbor points should be a local maximum. A gradient descent algorithm is proposed to calculate the Riemannian mean. Using the Baker-Campbell-Hausdorff formula, the first-order approximation of the Riemannian mean is taken as the initial value of the iterative procedure. The performance of our method was evaluated by numerical examples and manipulator experiments.