Reviewerly/exHarmony huggingface dataset:
A COMPARISON STUDY OF DATA CLUSTERING AND VISUALISATIONTECHNIQUES WITH VARIOUS DATA TYPES

Clustering is used to identify the intrinsic grouping of a set of unlabelled data. It can be applied in data mining exploration and statistical data analysis. The clustering technique plays an important role in the current digital environment. As the quality and complication of data on the internet are increasing in today’s rapidly evolving area, the clustering methods become the indispensable techniques to find the patterns of the data. There are many types of clustering techniques that have been developed included partitioning methods, hierarchical clustering, density-based clustering, model-based clustering, and fuzzy clustering. This study only focuses on three types of clustering techniques which are k-means clustering, agglomerative hierarchical clustering with the ward’s linkage, complete linkage, and average linkage, and Self-Organizing Map (SOM). The clustering algorithms are written using Pythonlanguage by modifying the coding obtained from the Internet. In this project, experiments on visualisation and performance analysis of selected clustering methods are conducted. Besides that, a case study is conducted by implementing the clustering technique on online product reviews. The results for the experiment on visualisation of clustering methods, it showed that various clustering techniques have their visualisation for cluster analysis. Meanwhile, theresults of the predictive accuracy indicated that k-means clustering and self-organizing map (SOM) are the most suitable techniques for cluster analysis. Based on the results of the case study, it concluded that the accuracy in clustering the online product reviews has therelationship with the structures and amount of the sentences. The extractive text summarisation with the clustering technique can be improved and further developed to imply in the customer review system as the correction between them have been known.
The Use of Writeabout.Com as a Platform to Teach Writing in Senior High School

The teacher can use writeabout.com to teach writing to engage students to write more since good writing has long process and needs a lot of practice. By applying this method, the teacher can use Writeabout.com, a website that can help students to improve their writing skill. The use of Writeabout.com can help students have a more interesting way to write and to solve students’ problems.Most problems students have is getting idea, so this website can help by providing thousands ideas for writing starter. It can be applied for senior high school students because most of them have android to access this website. The objective of this paper is to help the teacher find new technique in order to increase students’ interest to write.Throughwriteabout.com, the students can upload their writing and get responses from some people and even native, and they can get new friends in website. In sum, there are many advantages that can students find by learning through writeabout.com.
LibGuides: Cataloging Manual: Withdrawal Procedures

The Northwest Arkansas Community College Cataloging Manual. Directions on how to withdraw items from the collection.
LibGuides: Science and Math: Find Books

The Science, Technology, Engineering and Mathematics Division looks to the future of technology education with great excitement and is ever ready to assist students with their science, mathematics, and technological education needs.
Using Statistical Weighting and Popularity Ranking for Extractive Summarization

This paper presents additions to the TextRank technique in extractive summarization. While the paper outlines several methods, the most novel method involves a combination of the TextRank algorithm (Mihalcea and Tarau, 2004) and a statistical weighted distribution. This system highlights which parts of the text are best for an extractive summarization. The results of this system are marginally better than our baseline and comparable to the Lede-3 Baseline (Grusky et al., 2018) which is the current best extractive system tested under the Cornell NEWSROOM dataset (Grusky et al., 2018),
PURPOSE OF HUMAN COMPUTER INTERFACE

The aim of this paper is to give an outline regarding the matter of Human-Computer Association. The outline incorporates the fundamental definitions and phrasing, a study of existing advances and ongoing advances in the field, normal structures utilized in the plan of HCI frameworks which incorporates unimodal and multimodal setups, lastly the applications of HCI. This paper likewise offers a complete number of references for every idea, technique, and application in the HCI. The aim of this paper is to give an outline regarding the matter of Human-Computer Association. The outline incorporates the fundamental definitions and phrasing, a study of existing advances and ongoing advances in the field, normal structures utilized in the plan of HCI frameworks which incorporates unimodal and multimodal setups, lastly the applications of HCI. This paper likewise offers a complete number of references for every idea, technique, and application in the HCI
AusGeochem and Big Data Analytics in Low-Temperature Thermochronology

&amp;lt;p&amp;gt;The AuScope Geochemistry Network (AGN) and partners Lithodat Pty Ltd are developing AusGeochem, a novel cloud-based platform for Australian-produced geochemistry data from around the globe. The open platform will allow laboratories to upload, archive, disseminate and publish their datasets, as well as perform statistical analyses and data synthesis within the context of large volumes of publicly funded geochemical data. As part of this endeavour, representatives from four Australian low-temperature thermochronology laboratories (University of Melbourne, University of Adelaide, Curtin University and University of Queensland) are advising the AGN and Lithodat on the development of low-temperature thermochronology (LTT)-specific data models for the relational AusGeochem database and its international counterpart, LithoSurfer. These schemas will facilitate the structured archiving of a wide variety of thermochronology data, enabling geoscientists to readily perform LTT Big Data analytics and gain new insights into the thermo-tectonic evolution of Earth&amp;amp;#8217;s crust.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;Adopting established international data reporting best practices, the LTT expert advisory group has designed database schemas for the fission track and (U-Th-Sm)/He methods, as well as for thermal history modelling results and metadata. In addition to recording the parameters required for LTT analyses, the schemas include fields for reference material results and error reporting, allowing AusGeochem users to independently perform QA/QC on data archived in the database. Development of scripts for the automated upload of data directly from analytical instruments into AusGeochem using its open-source Application Programming Interface are currently under way.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;The advent of a LTT relational database heralds the beginning of a new era of Big Data analytics in the field of low-temperature thermochronology. By methodically archiving detailed LTT (meta-)data in structured schemas, intractably large datasets comprising 1000s of analyses produced by numerous laboratories can be readily interrogated in new and powerful ways. These include rapid derivation of inter-data relationships, facilitating on-the-fly age computation, statistical analysis and data visualisation. With the detailed LTT data stored in relational schemas, measurements can then be re-calculated and re-modelled using user-defined constants and kinetic algorithms. This enables analyses determined using different parameters to be equated and compared across regional- to global scales.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;The development of this novel tool heralds the beginning of a new era of structured Big Data in the field of low-temperature thermochronology, improving laboratories&amp;amp;#8217; ability to manage and share their data in alignment with FAIR data principles while enabling analysts to readily interrogate intractably large datasets in new and powerful ways.&amp;lt;/p&amp;gt;
Technology venture blueprintCartsmarter Enterprise Sdn Bhd “GPSCART” / Amirah Syahirah Sukran

CartSmarter Enterprise is manufacturer of shopping cart, thus we would like to supply our product, GPSCart to all supermarkets, hypermarkets, grocery stores and anotherdepartmental stores. The cart provides high quality of cart with uniquedesign and features at value pricing that affordable for our target market such as Tesco, AEON, Giant, Mydin, Maslee, Econsave, KipMart and Target. Furthermore, this cart is a smart navigation shopping cart that is different from other existing shopping cart. There were many added features have been proposedto produce this new product such as it is completed with navigation system and security system. Therefore, this situation provides good opportunities for us to expand our business and gain moreprofit by proper manipulating thissituation.Furthermore,CartSmarter offer perfect after-sales guidance which we will give a complete installation guidance and three years warranty against rustand corrosion with our coating process.
The Effect of Percutaneous Aortic Endovascular Repair on Aortic Dissection

Objective: To explore the effects of percutaneous endo-aortic repair on patients with aortic dissection. Methods: Select 100 patients with aortic dissection who were treated in our hospital from June 2020 to June 2021 as the research objects. The patients were divided into two groups, and different treatment methods were used. The percutaneous aorta was analyzed and compared. The clinical effect of endovascular repair. Results: There were significant differences in hospitalization time, operation time and incidence of adverse reactions between the two groups of patients, expressed as P&lt;0.05. The incidence of adverse reactions in the experimental group was lower, the operation time and hospital stay were shorter, and the effect was better. Conclusion: The application of percutaneous aortic endovascular repair to the treatment of patients with aortic dissection has a significant clinical effect, which can shorten the patient’s hospital stay, reduce the incidence of complications, and increase the degree of clinical attention.
Photonic Integration - from Switching to Computing

A mesh of interferometers can be arranged to route an optical signal or linearly transform an optical input vector. The talk discusses how Mach-Zehnder based switches became key in optical processors.
Learning from Toronto: An Experiment in Participatory Urban Data Visualization

Despite the unprecedented amount of data about the world that is collected and produced in our increasingly information-dependent societies, the possibilities for significant differences between human perception and actual data on the same phenomena are all but reduced, as are their potential effects on environments and communities. This thesis explores the opportunities offered by data visualization and interaction design to reveal and address such disconnect and to challenge widespread misconceptions by generating a deeper and more engaging understanding of information. These principles inform the proposal for a methodology for visual, interactive communication of data within urban environments, aimed at generating an iterative exchange of information between citizens and institutions. A concrete application of this proposal is investigated through the development of a digital platform for urban data visualization addressing issues within the city of Toronto.
A Practical Guide to Extending ChiQat-Tutor

This chapter shows how to extend ChiQat-Tutor by implementing additional plugin modules. Such extension is exemplified with the detailed presentation, including full code, of a novel lesson module about Stack data structures. The reader will be able to use this example Stack module as a template to write new lesson plugins for ChiQat-Tutor.
SELF-ORGANIZATION AND THE STYLE OF COGNITIVE ACTIVITY IN HUMANITARIAN TRAINING STUDENTS

The modern social and cultural situation sets a requirement for the development of the education system, in which the process of self-organization of students is considered as an important and obvious component of a developing person. At the same time, the university teachers have a question: what are the skills of real goal-setting and self-organization, as well as the skills of planning and self-control among freshmen students? How can these skills and abilities be activated in the scientific process? The aim of the work is to study the features of self-organization among freshmen students. Tasks: 1) identification of the features of self-organization among students of boys and girls on the basis of a structural-functional model of self-organization; 2) a description of the relationship between the categories of self-organization and the styles of students’ cognitive activity; 3) development of constructor tasks for activating self-organization processes in order to form general cultural competence – the ability for self-education and self-organization in accordance with the Federal State Educational Standard of higher education. Scientific novelty of the work: 1. The main difficulties in female students have been revealed, which are associated with a reduced level of functioning of the first problem-target (gnostic) and fourth – reflexiveevaluative components of self-organization of activity. 2. The dominant type of activity “theorist” among female students has been established, corresponding to the convergent style of learning, with an increase in which a natural increase in the variables of self-organization is predicted: “correction”, “self-control”, “planning”. 3. The main difficulties of young students are described, associated with a reduced level of functioning of the second – program-target and third – operational and technological components of self-organization of activity. 4. A “reflexive type of activity” was established among young students (divergent to the style of cognition), with an increase in which a natural increase in self-organization variables is predicted: “goal setting”, “correction”, “quality assessment criteria”, “self-control”, “analysis of contradictions”. 5. Developed and presented a constructor of tasks for activating the processes of self-organization of first-year students of boys and girls for the formation of general cultural competence – the ability to self-education and self-organization in accordance with the Federal State Educational Standard of higher education.
ANALYSIS OF SPEAKING ABILITY THROUGTH THE STORING METHOD IN RA ZAHIRA KID’S LAND

AbstractThe purpose of this study was to determine the ability to speak through the storytelling method. Storytelling is one aspect of language development, even speaking is the most important means of communication and interaction for humans becaus through telling strories the intentions and desires are easily conveyed to others. The study also aims to describe speaking and listening skills through the storytelling method which includes aspects of vocabulary, fluency, pronunciation and pronunciation, languange structure and understanding of story content in children aged 4-5 years at RA Zahira Kid’s Land in the odd semester of the 2020 academic year/2021. The research method used is descriptive with a qualitatif approach. The research techniques used were observation, interview, and documentation tehniques.The subjects in this study were 17 people. Sources of data were obtained from class teachers and accompanying teachers. Therefore, the aim ofthis study was to analyze the speaking ability ofe children aged 4-5years in RA Zahira Kid’s Land. From the result of the research analysis, it was found that the children’s speaking ability had developed, seen from the children speaking fluently, liked to retell stories/tales/stories conveyed by the theacher, able to compose their own stories and dare to speak in font of the class.Keywords:Speaking Ability, Storytelling Method, Cildren
Optics for the Cloud: Challenges and Opportunities

This talk discusses some of the key challenges of designing future disruptive optical technologies for the Cloud, primarily in compute. A glimpse into some opportunities we see in the photonic space will also be covered.
IMPLEMENTASI PEMBELAJARAN ONLINE MELALUI PEMANFAATAN GOOGLE CLASSROOM PADA PEMBELAJARAN IPS DALAM MENINGKATKAN PEMAHAMAN MATERI (Studi Deskriptif di SMPN 26 Bandung)

This research is motivated by the use of google classrooms as a learning tool as well as learning media in the implementation of e-learning in improving understanding of material on social studies learning during the Covid-19 pandemic. The implementation of e-learning through the use of google classroom is carried out in order to help teachers and students as alternative media providers for the implementation of e-learning during the distance learning period in social studies learning. The purpose of this study was to describe the implementation of e-learning through the use of google classroom in improving students' understanding of material in social studies learning. This research is a qualitative descriptive study in class VIII Junior High School 26 Bandung. Data collection techniques are carried out through interviews, observation, and documentation study. The results of the researcher's findings show that through the use of google classroom conducted by the teacher during the implementation of distance learning in improving understanding of social studies subjects, this is quite good. This is shown in the google classroom google classroom feature which is used during the learning process by the teacher, namely; 1) virtual classrooms that provide social studies learning spaces in class, namely class VIII A-VIII F; 2) communication (communication) helps teachers and students learn and communicate without being limited by space and time; 3) assignment (assignment) helps the teacher in giving assignments and assessments as well as students in accessing assignments and collecting them. The conclusions from the results of this study. The implementation of online learning by utilizing Google Classroom in social studies learning in increasing understanding of the material goes quite well with the various conveniences felt by students and teachers. Although, its implementation has not run optimally due to several factors faced by teachers and students.
Sharp Switching in Tunnel Transistors and Physics-based Machines for Optimization

Author(s): Vadlamani, Sri Krishna | Advisor(s): Yablonovitch, Eli | Abstract: In this thesis, I report my work on two different projects in the field of energy-efficient computation:Part 1 (Device Physics): Tunnel Field-Effect Transistors (tFETs) are one of the candidate devices being studied as energy-efficient alternatives to the present-day MOSFETs. In these devices, the preferred switching mechanism is the alignment (ON) or misalignment (OFF) of two energy levels or band edges. Unfortunately, energy levels are never perfectly sharp. When a quantum dot interacts with a wire, its energy level is broadened. Its actual spectral shape controls the current/voltage response of such transistor switches, from on (aligned) to off (misaligned). The most common model of spectral line shape is the Lorentzian, which falls off as reciprocal energy offset squared. Unfortunately, this is too slow a turnoff, algebraically, to be useful as a transistor switch. Electronic switches generally demand an ON/OFF ratio of at least a million. Steep exponentially falling spectral tails would be needed for rapid off-state switching. This requires a new electronic feature, not previously recognized: narrowband, heavy-effective mass, quantum wire electrical contacts, to the tunneling quantum states.Part 2 (Systems Physics): Optimization is built into the fundamentals of physics. For example, physics has the principle of least action, the principle of minimum power dissipation, also called minimum entropy generation, and the adiabatic principle, which, in its quantum form, is called quantum annealing. Machines built on these principles can solve the mathematical problem of optimization, even when constraints are included. Further, these machines become digital in the same sense that a flip–flop is digital when binary constraints are included. A wide variety of machines have had recent success at approximately optimizing the Ising magnetic energy. We demonstrate that almost all those machines perform optimization according to the principle of minimum power dissipation as put forth by Onsager. Moreover, we show that this optimization is equivalent to Lagrange multiplier optimization for constrained problems.
TINJAUAN ATAS SISTEM INFORMASI AKUNTANSI PENAGIHAN PIUTANG PADA PT. PERTAMINA LUBRICANTS

The Final Assignment Report aims to learn more about the use of accounting information systems for the collection of accounts receivable payments in the world of work. This Final Project has a specific goal which is to qualify for graduation from the Third Diploma (DIII) program for accounting major at the Veteran national development university of jakarta. In carrying out the Field Work Practice has many benefits, one of which is to add insight and hone the capabilities possessed in the real work world. The author chooses the location of the Field Work Practice at PT. Pertamina Lubricants whose address is at Floor Kav.55, Oil Center, Jalan M.H. Thamrin, RT.6, Gondangdia, RT.9 / RW.5, Gondangdia, Kec. Menteng, Kota Jakarta Pusat. PT. Pertamina Lubricants is a manufacturing company engaged in the production of lubricants and also a provider of Oil Clinic services. Lubricants produced are useful for industrial machinery and vehicles. During carrying out Field Work Practices activities, the author is placed in the finance (Treasury). The tasks undertaken in the Field Work Practice are to confirm debt payments, fill out documents, check the completeness of Sp3 documents, and study the receivables cycle. After carrying out the Job Training can draw the conclusion that the existence of the Job Training makes the student's mentality improve to be more confident in the world of work and gain experience in the world of work. So it becomes a provision of knowledge for writers to enter the workforce.
PANDEMIA, DOCENCIA Y OPORTUNIDADES

The objective of this article is to report personal perceptions during the quarantine period due to the global SARS-COV2 pandemic. In its course, we have lived and evolved through so-called emergency virtual teaching to achieve a state of momentary equilibrium. This period reveals many new aspects and others, already present, about teaching practice, as well as an interesting future challenge. Neither teachers, nor institutions, nor students were prepared for the sudden inconveniences related to social isolation. However, it is also an excellent opportunity to rethink our teaching activity and move towards an education more suited to the expectations and demands of today’s society.