Reviewerly/exHarmony huggingface dataset:
ON THE ISSUE OF INNOVATIVE-EDUCATIONAL COMPETENCY OF A TEACHER WITH M.A. DEGREE

Introduction.The main point of the paper is innovative changes in education.The authors suppose that the initiator and the mechanism of these changes may become the master training at the pedagogical university.In this case, this training needs a structural and content transformation, the essential elements of which are presented in the thematic blocks of this article.Results and discussion.Selection of the field of communications as a metasubject activity becomes a challenge for professional training, encourages a rethinking of the educational work, which is consistent with the second stage of higher education.These include the creation in the master's program of innovatively oriented training programs in which new forms of knowledge and educational interaction will be tested.Such a form is in line with the development and implementation of the visual epistemology in the educational process, as well as with the use of metadisciplinary semiotic structures in the design of the educational process.It is proved that it is impossible to acquire new metasubject competence in the context of the implementation of traditional didactic schemes.Conclusion.The contents offered by the authors are not ready-made solutions, but are sets of heuristics aimed at actualizing the discussion about the meaning and purpose of the master's level of teacher training.The proposed modification assumes the creation of design-development directions (programs and training courses) at the institute of magistracy, in which innovative orientation acts both as a goal and as a content of education.The learning content includes two substructural elements: deconstructive and constructive.A form of their implementation is the joint activity of participants in the educational process.
Polynomial Interpolation of Normal Conditional Expectation

In this paper we are interested in approximating the conditional expectation of a given random variable X with respect to the standard normal distribution N(0, 1). Actually we have shown that the conditional expectation E(X|Z) could be interpolated by an N degree polynomial function of Z, &amp;phi;N(Z) where N is the number of observations recorded for the conditional expectation E(X|Z = z). A pointwise error estimation has been proved under reasonable condition on the random variable X.
Synthetic data, privacy, and the law

Machine LearningMachine learning can synthesize “almost-but-not-quite replica data” based on real data, facilitating research and data sharing while protecting privacy of the real data, but inconsistent data protection laws can stymie use of this approach. Removal of key information from data can enhance privacy, but this limits data utility and fuels an arms race between deidentification and reidentification. Instead, a generative adversarial network can synthesize data that mimic a protected dataset for analytical purposes but are less likely to reveal any actual private information. Bellovin et al. recommend amendments to privacy statutes that are often too absolute and fail to recognize the protections and analytical potential of this approach.Stanf. Technol. Law Rev. 22 , 1 (2019).
Library Information Resource Allocation: Problems and Countermeasures

Abstract: The library is the centre of information gathering of a school. The collections present in the library can be regarded as a huge resource of information, consisting of rich knowledge contents from various disciplines. However, the access to this information is still considered imperfect, where many of these knowledge contents are rarely used or even touched while other resources were often left vacant which has led to many contradictions in the application of information resources in higher learning institution libraries. This article focuses on the analysis of the problems existing in the allocation and management of library information resources, with proposed corresponding solutions.
Correction of Spatialization Issues in Acousmatic Music: Remedying Incompatibility Between SpatGRIS and Logic Pro X [Stetson University]

In this project, a technical solution for incompatibility among software programs involved in the spatialization of sound in multichannel speaker arrays was designed and implemented. Acousmatic music is a genre of electronic music intended for playback by a group of loudspeakers with the central concept being calculated ideation by the composer on how sound moves in space. Dr. Robert Normandeau, a pioneer in both acousmatic composition and sound spatialization research, describes the genre as “Cinema for the Ear.” Through his efforts with Groupe de Recherche en Immersion Spatiale (GRIS), Dr. Normandeau created a software plugin, SpatGRIS, which allows composers to send sounds around the space to come seemingly from anywhere in relation to the listener. This allows acousmatic composers to send sounds around, over, or through the audience for a completely immersive experience. Through use of SpatGRIS in conjunction with Logic Pro X, one of the most globally popular Digital Audio Workstations, the plugin has proven useful to create complex sonic movements in acousmatic compositions produced throughout the completion of this research. However, when trying to export these projects in their entirety for playback and sharing, both programs labeled and exported channels differently in octophonic (eight channel) compositions. This difference resulted in sounds from the composition being spatialized incorrectly. Therefore, a method using a free third-party software, which can easily remedy this error and correct the final recordings to their originally intended state, was created to serve as solution.
Optimization of Flight Performance of PET Bottle Rocket by Integrated Analysis of "Dynamics Simulation System" and "Parameter Design"

PET bottle rocket is a rocket system that obtains thrust by injecting water with compressed air at high pressure, is usually manufactured using a pressure-resistant plastic bottle. Although it is compact and easy to manufacture, the technical elements and principles included in the PET bottle rocket are many in common with the actual rocket system and it is an appropriate system as a teaching material for science education and research. In this research, we developed a simulator based on a numerical calculation program based on dynamic consideration about the flight performance of PET bottle rocket, and theoretically analyzed the optimum flight conditions for obtaining the flight distance and flight stability of the rocket. Based on the analysis results, factors that influence the flight performance of the PET bottle rocket by applying the "Parameter Design Method" were extracted, and the flight conditions to obtain the optimum maximum flight distance and flight stability were verified.
Transforming Universities for the Digital Age - Policies – Business Models – Resources

Higher education systems in the European Union are operating in an increasingly fast-changing and competitive environment. They have to tackle key issues dealing with massification, career guidance, cost-efficiency, international attractiveness, student mobility. At a more operational level, digital practices and technologies support the change of several aspects of higher education institutions and new players providing expertise and methodologies undermine the classical model of university as a leading knowledge producer and disseminator.Such major transformations require modern governance arrangements and dynamic leadership. As outlined in the EU Modernization Agenda of Higher Education (2011), the major bottleneck found is the staff competence and preparedness, more specifically at the institutional leadership and executive management level.The interest for e-learning is not new but contrary to the obvious interest for equipment or management, this has not been enough for e-learning to impose itself. As stated by Paul Bacsich (2011) the presence of ICT in universities is a reality but the education transformation has not yet taken place. So far, initiatives are generally focused on operational (managerial) aspects. The D-TRANSFORM project starting in 2014 and ending in 2017[1] was the first European-funded project focusing on the fundamental strategic aspects of digital innovation of Higher Education. Through leadership schools, MOOCs, guidelines and stat-of-the-art reports it helped university governing bodies to define their own digital strategies and coordinate them with public policies defined at the European/national level and to be able to plan e-education according to the university needs and profile.[1] DigiTal Resources As a New Strategic FactOr for a Renovation and Modernization in HEType: Initiative supported by the ERASMUS+(2014- 2017)Budget: 1 M$
Sensitivity Based Data Anonymization Model with Mixed Generalization

micro-data may contain sensitive information about individuals which should not be revealed.Anonymization approaches have been considered a possible solution to the challenge of preserving privacy while publishing data.Published datasets contain sensitive information.Different sensitive attributes may have different levels of sensitivity.This study presents a model where the anonymization of tuples is based on the level of sensitivity of the sensory attributes.The study groups sensitive attributes into highly sensitive and non-sensitive attributes.Tuples with non-sensitive attributes are anonymized.The study conducts experiments with real-life datasets and uses naïve Bayes, C4.5 and simple logistic classifiers to assess the quality of the anonymized dataset.The results from the experiments show that by using the sensitivity based approach to anonymization, the quality of anonymized datasets can be preserved.
Robust Pedestrian Detection Based on Parallel Channel Cascade Network

Promoted by Smart City, pedestrian detection under wide-angle surveillance has attracted much attention. Aiming to the small-size pedestrians have poor resolution and different degrees of distortion in visual picture from wide-angle field of view, a robust pedestrian detection algorithm based on parallel channel cascade network is proposed. The algorithm, an improved Faster R-CNN (Faster Region Convolutional Neural Networks), first obtains the differential graph and original graph to construct parallel input, and then introduces a new feature extraction network, which called the Channel Cascade Network (CCN), further designs parallel CCN for fusing more abundant image features. Finally, in Region Proposal Network, the size distribution of pedestrians in the picture is counted by clustering to best fit the pedestrian date sets. Compared with the standard Faster-RCNN and the FPN, the proposed algorithm is more conducive to the small-size pedestrian detection in the case of wide angle field distortion.
Optimize Expert Knowledge Acquisition with Attribute Calculation: How to Understand Twin Turing Machine

This article aims to introduce how to use the attribute calculation method to achieve the purpose of optimization expert knowledge acquisition through several typical examples. The method is as follows: Firstly, the cognitive system framework in the expert’s mind is transformed into the information processing mode of the computer through a typical attribute coordinate; further, through a set of typical attribute calculations, the artificial knowledge ontology can be transformed into a computer for the software model is repetitively reused; finally, the weight of the expert’s mind is transformed into a software-simulated gravity judgment by a typical geometric algebraic method and geometric product, and then statistical analysis can be performed. The result: not only the property theory and its computer modeling and simulation can be realized, but also the expert knowledge acquisition from the unattainable or inscrutable altar to the classrooms and campuses of teachers and students, as that become a routine that you can operate or enjoy at any time. The significance lies in: the small-scale production of knowledge mode that lasts for thousands of years, and the attribute calculation method to optimize the human-computer collaboration and synergy paradigm of expert knowledge acquisition, which is transformed into a large-scale production of knowledge mode in daily teaching activities with teachers and students. This parallel production of cognitive systems and information processing is not only operational, but also an optimal simplification of knowledge center construction.
Do Doctors Need Communication in their Job Places? (A Case in Indonesia)

ABSTRACTThe current study revealed the communication needs of medical students at Universitas Muhammadiyah Malang (UMM). Three approaches of Need Analysis (NA) were combined in this study; Target Situation Analysis (TSA), Presentation Situation Analysis (PSA), and Pedagogical Need Analysis (PNA). The questionnaires were circulated to medical students. The findings discovered that communication skill was considered important in EMP course. The medical students realized the importance of doctors’ communication in order to enhance better performance in their professional settings. ESP teachers are supposed to give a model of communication; Students also expected that the materials should be authentic. The materials design should have clear and coherent objectives to help the students achieving the communication goals. Moreover, students want ESP teaching put them as close as possible to the workplace situation. ABSTRAKPenelitian ini bertujuan untuk mengidentifikasi kebutuhan materi pembelajaran Bahasa Inggris komunikasi pada mahasiswa kedokteran di Universitas Muhammadiyah Malang. Pendekatan yang digunakan dalam penelitian ini adalah gabungan antara Target Situation Analysis (TSA), Presentation Situation Analysis (PSA), dan Pedagogical Need Analysis (PNA). Dari data yang diperoleh dalam penelitian ini ditemukan bahwa mahasiwa kedokteran merasa mata kuliah EMP (English for Medical Purposes) itu penting untuk menunjang karir dan profesi mereka. Maka dari itu para pengajar mata kuliah ESP (English for Specific Purposes) diharapkan bisa memberikan model-model materi pengajaran Bahasa Inggris untuk komunikasi yang otentik; yaitu materi yang tepat untuk mengasah ketrampilan mereka dalam komunikasi. Bahkan, para mahasiswa kedokteran menginginkan adanya model-model pengajaran ESP yang bisa membawa mereka ke situasi semirip mungkin dengan dunia kerja mereka di kemudian hari. How to Cite: Poedjiastutie, D., Puspitasari, R. (2018). Do Doctors Need Communication in Their Job Places? (A Case in Indonesia). IJEE (Indonesian Journal of English Education), 5(2), 127-142. doi:10.15408/ijee.v5i2.10134
Efektivitas Pendekatan Komunikatif Terhadap Keterampilan Berbicara Bahasa Jerman Siswa

The purpose of this study was to obtain data related the effectiveness of the communicative approach in increasing students' German speaking skills. This research is a quasi-experimental study. The data obtained were analyzed using the t-test formula. The results of data analysis showed t-count 7.45&gt; t-table 2.002 at the level of α 0.05. The results showed that the communicative approach was effective in increasing students' speaking skills.
PENGAWASAN PENDIDIKAN FORMAL UNTUK MENINGKATKAN KUALITAS SUMBER DAYA MANUSIA PERBATASAN DI KABUPATEN SANGGAU

This research is about the function of the Regional Head of Sanggau District in conducting supervision in the field of education in Sanggau District, to find out the juridical constraints that have caused the quality of the education sector to not increase according to educational standards and to know the legal measures that must be implemented so that the Supervision function can improve the quality of the education sector. This study is a normative juridical legal research, namely research conduct a search of legal norms contained in the regulations applicable legislation regarding Education. Data that has been collected both from the results of library research and from the field research are then analyzed qualitatively descriptive.The research results show that the implementation of the regent's function as the head of the district Sanggau in providing services in the field of education in order to improve the quality of education in the implementation of the function of conducting supervision in the field of education
Association rules of Prognostic Variables for Survival in a Randomized Comparison of Treatments for Prostatic Cancer

In this paper, the data was analyzed by data mining techniques of association rules. The data for 506 patients consist of an identification number, stage of tumour, a code for the treatment to which the patient was assigned, the date of randomization, the total months of follow-up since randomization, an indicator for the survival status or cause of death, and the values of twelve pretreatment covariates. The goal of an analysis should be to compare the treatments with respect to survival of the patients. Since this was a randomized study it would ordinarily not be necessary to adjust for the values of the pretreatment covariates. However, in such studies it is advisable to examine the prognostic significance of the covariates and to confirm that they are balanced across treatment groups. In addition, the analyst should look for important treatment-covariates interactions which might lead to the definition of subsets of patients in which treatment differences were significantly more marked or even reversed.
The Investigation of Icon Concreteness with and without Text Describe for Retirees

The purpose of this study was to examine icon design for retirees, focusing on icon concreteness.The study was undertaken because although older adults are increasingly likely to use computers, the Internet, and portable computing devices like smartphones and tablets, they still face usability challenges including cognitive and skill barriers.Previous research has shown that concrete icons increase selection accuracy for inexperienced users.This research was an experiment (n = 30), in which users were asked to identify concrete and abstract icons.Chi-square analysis did not show a significant difference in selection accuracy of abstract and concrete icons in an unprompted trial ( 2 = 1.493, df = 5, p = .914)or a text-prompted trial ( 2 = .715,df = 3, p = .870).However, results were significantly better for the prompted trial.The implication is that abstract and concrete icons are equally difficult for senior adults to recognize.On the global scale, computer and Internet use is becoming more common, though it is not yet ubiquitous.As of December 2017, 51% of the world's population had Internet access, although this access is not evenly distributed between global regions *1+.A global average of 38% of adults have computers available in their households *2+.However, the biggest boost for computing power has been the emergence of mobile computing devices like tablets and smartphones, which are both cheaper and easier to use than fixed computers.As of 2015, there were an estimated 1.86 billion smartphone users worldwide, a figure which is expected to rise to 2.87 billion worldwide by 2020 *3+.However, this increasing computer and Internet access is not evenly spread.There is a long-standing digital divide, in which factors like age, education, socioeconomics, and location determine to some extent whether an individual will use computers and the Internet *4+.One element of the digital divide is ageolder users have long been known to use computers and the Internet at a lower rate than younger users *5+.There is some evidence that this difference is weakening, with now only the oldest seniors showing significant usage differences *5+.However, senior users still face significant user interface issues with computers, which have not been explored in enough detail to optimize computers for their use.This study's purpose was to examine one small aspect of the computer usage needs of seniorsthat of icon design, specifically icon concreteness.
Two Classic Chess Problems Solved by Answer Set Programming

The n-Queen and the Knight's tour problem are studied by several authors who have proposed some methods to solve them.The ASP (Answer Set Programming) is a form of declarative programming oriented to difficult search problems; however, the literature does not present its use in solving these two classic and interesting chess puzzles.Thus, this work aims to solve the n-Queen and Knight's Tour problems by ASP and show it can solve combinatorial problems.
Pengaruh Penggunaan Modul Pembelajaran Terhadap Hasil Belajar Siswa Pada Mata Pelajaran Ekonomi di Kelas XI SMA Negeri I Suwawa Kabupaten Bone Bolango

This research aims at investigating in what extent the influenceof module learning utilization to word students learningachievement in economics subject at grade XI in SMANegeri 1 Suwawa, District of Bone Bolongo. Data have beencollected by distributing questionnaire to students of SMANegeri 1 Suwawa,District of Bone Bolongo therefore the dataare categorized as primary data.. Technique of data analysisis simple linear regression.Finding reveals that there is significant influence of learningmodule utilization toword students learning achievementin SMA Negeri 1 Sumawa, District of Bone Bolango. It canbe seen by determination coefficient is 0,211, the value indicatesthat for 21,1% of students learning achievement inSMA Negeri 1 Sumawa,District of Bone Bolango can be explainedby learning Module utilization while the rest 78,9%can be explained by other variables that are not observed inthis research.
Association the level of education and knowledge abaout triage with nurse triage implementation compliance

&lt;p&gt;&lt;em&gt;Triage is a process of patients &lt;/em&gt;&lt;em&gt;classification &lt;/em&gt;&lt;em&gt;based on&lt;/em&gt;&lt;em&gt; the &lt;/em&gt;&lt;em&gt;type and the &lt;/em&gt;&lt;em&gt;level of emergency&lt;/em&gt;&lt;em&gt; condition&lt;/em&gt;&lt;em&gt; i&lt;/em&gt;&lt;em&gt;n health services especially &lt;/em&gt;&lt;em&gt;in Emergency Room (ER)&lt;/em&gt;&lt;em&gt;.&lt;/em&gt;&lt;em&gt; In the ER, Health Care Workers (HCWs) never &lt;/em&gt;&lt;em&gt;know when do patients c&lt;/em&gt;&lt;em&gt;o&lt;/em&gt;&lt;em&gt;me, how many and how do &lt;/em&gt;&lt;em&gt;their condition&lt;/em&gt;&lt;em&gt;.&lt;/em&gt;&lt;em&gt; For anticipating that conditions, the ER HCWs &lt;/em&gt;&lt;em&gt;need good arrangement especially in the rapid identification of patients&lt;/em&gt;&lt;em&gt;, &lt;/em&gt;&lt;em&gt; &lt;/em&gt;&lt;em&gt;therefore&lt;/em&gt;&lt;em&gt; patients can be &lt;/em&gt;&lt;em&gt;classified&lt;/em&gt;&lt;em&gt; based on the type and level of emergency.&lt;/em&gt; &lt;em&gt;E&lt;/em&gt;&lt;em&gt;R&lt;/em&gt;&lt;em&gt; requires &lt;/em&gt;&lt;em&gt;HCWs&lt;/em&gt;&lt;em&gt; who ha&lt;/em&gt;&lt;em&gt;ve triage standard operational procedures (SOP) compliance to make sure the effective services. The factors associated with HCWs compliance are internal factors and external factors. The internal factors are &lt;/em&gt;&lt;em&gt; level of education&lt;/em&gt;&lt;em&gt;, &lt;/em&gt;&lt;em&gt;knowledg&lt;/em&gt;&lt;em&gt;e, motivation, age and working period. The external factors are supervision, reward and punishment system. &lt;/em&gt;&lt;em&gt;&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Key Word&lt;em&gt;: &lt;/em&gt;&lt;/strong&gt;&lt;em&gt;Triage, level of education, knowledge, complianc&lt;/em&gt;&lt;em&gt;e of health care workers&lt;/em&gt;&lt;em&gt; &lt;/em&gt;&lt;em&gt;&lt;/em&gt;&lt;/p&gt;