Reviewerly/exHarmony huggingface dataset:
Exploration on Prediction and Early Warning Technology for Investment Completion of 10 kV And Below Power Grid Infrastructure Projects

The external severe and complex economic situation has a great impact on the efficiency of the company’s investment implementation. The in-depth implementation of the lean investment management concept also puts forward new requirements for improving the extensive distribution network investment management mode. In addition, in recent years, the proportion of investment in distribution network projects of 10kV and below has increased, and its management mode is difficult to keep up with the new investment management requirements. Therefore, this project takes the infrastructure projects of 10kV and below as the research object, constructs the investment plan curve by studying the business rules of construction, accounting and materials, and deepens its application in the early warning of investment plan implementation based on the investment plan line, and provides an effective support tool for the investment lean management and control of distribution network.
ТЕХНОЛОГІЯ ПРОДУКТИВНОГО НАВЧАННЯ ЯК ЗАСІБ ЗАБЕЗПЕЧЕННЯ ЯКОСТІ ОСВІТИ

This article presents a review that provides insight in the concept, characteristics of productive learning in its correlation with education quality as well as the purposes of a productive learning environment. The problem of education inner and outer quality in higher educational establishments has been highlighted. The most important inner and outer components of productive learning as well as main turning points of productive learning history and basic definitions have been succinctly studied. This article defines three the most important components of a Productive Learning both inner and outer: 1) learning opportunity that helps to a select number of relevant learning choices, not a high volume and variety; 2) learning capability that helps to gain competences not just new business skills and knowledge; 3) learning environment that is necessary to share ownership of the learning environment, not just their individual learning. Thus, technology can play a key role in education quality provision.
A Mutual Trust Method for Energy Internet Agent Nodes in Untrusted Environment

The rapid development of distributed energy puts forward new requirements for real-time scheduling capability. Energy agents may steal or even tamper with relevant information to maximize their own interests, which will eventually lead to malicious competition. First, in order to solve the possible problems of malicious behaviors such as price channeling and malicious quotation of energy agency nodes in the energy blockchain, this paper provide an energy blockchain consensus method based on regional alliance node credit by adding a credit mechanism in the process of block generation and verification. Second, the method consists of two parts, one of which is that the scheduling network is divided into different regional alliances by using the regional partitioning algorithm to improve the efficiency of node verification, and the other is that we propose the method of accounting credit and verification credit evaluation of energy agency node by using the credit evaluation mechanism, and weigh the cost of nodal rewards and punishments by credit mechanisms, so as to restrain the malicious behavior of the node. Finally, the evaluation and analysis of simulation experiment show that this method can restrain the malicious behavior of nodes, reduce the consumption of the process of verification and forwarding, and improve the efficiency of verification.
Penerapan Teknologi Augmented Reality Dengan Metode Marker Based Tracking Untuk Media Promosi Objek Wisata Kabupaten Aceh Singkil Berbasis Android

Aceh Singkil is one of the districts in Aceh Province. As one of the regencies that has beautiful tourism objects, Aceh Singkil Regency prioritizes the tourism sector as one of its regional income. Promotions that are used to introduce existing tourism objects in the district of Aceh Singkil through conventional print media such as the usual brochures without involving increasingly developing technology are currently considered less attractive. Conventional promotional media such as brochures require innovation so that they are more interesting, by combining augmented reality technology to introduce tourism objects in the district of Aceh Singkil. Attractions introduced in the form of 3D and based on Android. Based on the above problems will be solved by providing innovation to the promotional media used such as brochures using the Augmented reality Marker Based Tracking method. That is expected to be more interesting and increase tourist visits to attractions in the district of Aceh Singkil.
Issues to Consider Before Asserting A Software Patent

Software patents have garnered a lot of attention in recent years due, at least in part, to the proliferation of software-enabled devices, such as smartphones and tablets, and the use of software to control a range of devices from automobiles to kitchen appliances. Enforcement of software patents involves unique legal issues that should be considered before asserting a patent against an accused infringer. A primary issue to consider is whether the patent claims are still patent-eligible under recent changes in the law. Also, certain types of software patents are vulnerable to attack in U.S. Patent Office proceedings, but these proceedings are not available unless the patent owner takes step to provoke them. In addition, software inventions are often implemented as method patents, which have unique requirements and restrictions that should be considered. For example, steps of a method patent must all be performed by an accused infringer in the United States and must all be performed by the same entity (or under the direction or control of that entity). Where a software invention is not implemented as a method patent, pre-suit damages may not be available unless the patentee's own products are properly marked with the patent number, and software has very different requirements for marking than more tangible products. A careful consideration of each of these issues is essential before moving forward with a lawsuit.
Benchmarking Semantic, Centroid, and Graph-Based Approaches for Multi-document Summarization

Multi-document summarization (MDS) is a pre-programmed process to excerpt data from various documents regarding similar topics. We aim to employ three techniques for generating summaries from various document collections on the same topic. The first approach is to calculate the importance score for each sentence using features including TF-IDF matrix as well as semantic and syntax similarity. We build our algorithm to sort the sentences by importance and add it to the summary. In the second approach, we use the k-means clustering algorithm for generating the summary. The third approach makes use of the Page Ranking algorithm wherein edges of the graph are formed between sentences that are syntactically similar but are not semantically similar. All these techniques have been used to generate 100–200 word summaries for the DUC 2004 dataset. We use ROUGE scores to evaluate the system-generated summaries with respect to the manually generated summaries.
Data and Technology Transfer: Competition Law in the Fourth Industrial Revolution

Technology transfer is crucial for the commercialisation of inventive and creative activity, as well as for industrial and societal development. In assessing whether the 4IR can spur innovation in sensitive sectors such as energy production and storage, carbon emission reduction, sustainable food production, and environmental preservation, equality in access to technological progress will be key in providing a sustainable development path for future generations. Traditionally, technology transfer has been a topic that has been defined by OECD. This contribution asks the question whether the traditional outlook on technology transfer is still suitable for the 4IR data-driven economy, where the crucial building blocks for innovation comprise (non-)personal data and artificial intelligence next to traditional technical means. The 4IR therefore requires greater regulatory oversight from competition authorities where data mining and processing is considered as a crucial element in the assessment of market dominance and potential abusive behaviour.
KLASIFIKASI JENIS UMBI BERDASARKAN CITRA MENGGUNAKAN SVM DAN KNN

Abstract : Tubers are plants that can grow in the yard, low-lying areas, or highlands and areas that lack water. But not all people in Indonesia plant tubers. So that some people do not recognize the types of tubers. The purpose of this study is to classify tuber types based on texture features, shape features, and both texture features, and image shapes. The benefits of this research are in order to provide information related to the types of tubers. The algorithm used for tuber type classification is SVM and KNN. The types of tubers classified as cassava or cassava, sweet potato and taro. The dataset used in this study were 180 images, with 150 images as training data, and 30 images as test data. The results of the trial show, the classification of tuber types using SVM algorithm with 10% accuracy texture features, with 7% accuracy form features, and both 7% accuracy features. While the tuber type classification uses the KNN algorithm with K = 5, the successive accuracy values for texture features, shape features, and both features are 3%, 20%, 7%. And if KNN with K = 2, the successive value of succession in texture features, shape features, and both features, is 13%, 23%, 10%. The shape features here are: area, perimeter, metric, major axis, minor axis, eccentricity. And texture features, namely: average intensity values of grayscale, standart deviation image grayscale, contrast values, energy, correlation, and homogeneity. Keywords: tuber types, SVM, KNN, texture and shape features
A Practical Scheme for Integrated Utilization of Passive Solar Heating in Coastal High-rise Residential Buildings

Wang, R.Z.; Qian, Y.M.; Wei, T., and Jiang, X., 2020. A practical scheme for integrated utilization of passive solar heating in coastal high-rise residential buildings. In: Bai, X. and Zhou, H. (eds.), Advances in Water Resources, Environmental Protection, and Sustainable Development. Journal of Coastal Research, Special Issue No. 115, pp. 438-441. Coconut Creek (Florida), ISSN 0749-0208.Thanks to special geographical location and environmental conditions, the coastal areas of the Huanghai Sea and Bohai Sea are rich in solar energy resources, which makes the effective use of solar heating in highrise residential buildings an important way to save energy in buildings. As one of the main ways of passive solar energy utilization in residential buildings, solar water heaters are widely used with mature and stable technology, but their efficiency is seriously hampered by the lack of integration with buildings in practical application. In this paper, based on the results of the system research and in combination with the characteristics of the coastal buildings, firstly, the design principles, forms, steps and other key links of the integrated use of passive solar heating in the costal high-rise residential buildings are proposed; then the design method of integrated application of solar thermal equipment in roof, elevation, veranda and other places are put forward, which lays a solid theoretical basis for the integrated design and practical scheme of passive solar heating in high-rise residential buildings in coastal areas.
Forensic Readiness for Enhanced eDiscovery

To discover, uncover, and stamp out digital crime while ensuring information security and assurance, there is a need to investigate the crime once it has occurred. This will help trace the criminals and also secure an organization against future attacks. Forensic readiness entails organizations being at alert as per digital evidence collection and storage – that is collecting and storing such evidence constantly in a forensically sound manner, not just when the need for such evidence arises. In the event litigation arises or is anticipated, digital evidence may need to be reviewed by the opposing parties prior to court proceedings to assess quality of the evidence; this is eDiscovery. Digital evidence for eDiscovery needs to be forensically sound and provided in an efficient timely manner – forensic readiness helps to ensure this. This chapter is an update on the chapter on “Forensic Readiness and eDiscovery” in the previous edition and still seeks to establish how forensic readiness is relevant to the eDiscovery process, taking into consideration current developments in the field.
A study on Awareness and use pattern of Information and Communication Technology among rural farmers

Information and communication technology is a set of tools that are used in rural areas for the development of villagers and farmers.ICT include computer hardware, computer software, radio, television, mobile phones, digital camera and other application software's that are used for agriculture sector.The development in rural areas has been increased as compared to previous years.The farmers now used techniques and procedures to enhanced their products and maintain the cost and quality of their products.ICT also provide the training to the farmers/ farm women entrepreneurs who want to run their small business by availing the credit facilities through various training institutes of Banks (Mir and Kumar, 2017).Nowadays ICTs are playing a focal role in the development process of any country.In today's life Technology became a part of life and livelihood.In this digital era, India is using ICTs to promote their development programs as well as reaches to the poor to strengthen their lively hood (Kumar and Maheshwary, 2015).Considering these facts the study was conducted in Hisar district with objectives to study the inter-gender analysis on ownership of mobile phone, reason for having a mobile phone and awareness and use of different ICT tools and services.Results revealed that 100.00 percent of male respondents and 64.00 percent of female respondents have possessed their own mobile phone.38.00 percent of male respondents and 47.00 percent of the female respondents had mobile without internet connection whereas 62.00 percent of male respondents and 17.00 percent of female respondents having mobile with internet connection.Majority of respondents have given the reason for having a mobile phone that phone was required for connecting with relatives and friends followed by listening music and social networking.100.00 percent of male and 89.00 percent of female respondents who were having mobile phone without internet connection were aware of making calls and 100.00 percent of male and 61.00% female respondents were using mobile phone without internet connection for calling.Respondents having mobile phone with internet connection, majority of male respondents (72.00 %) reported that they were aware of memory stick followed by making calls and Games/ movies/ songs (70.00%),Music/ Photography and SMS (58.00%).In case of female 84.00 percent of female respondents were aware of making calling followed by use of memory stick (56.00%), games and movies (53.00 %) and SMS (51.0%).Only 22.00 percent of male and 2.00 percent of female respondents had account on Facebook and also assessed different internet sites for educational purposes.
Investigation of Mars Seismic Attenuation Using InSight SEIS Data.

&amp;lt;p&amp;gt;&amp;amp;#160;NASA InSight (the Interior Exploration using Geodesy and Heat Transport) has placed the first broadband seismometer (SEIS) on the Martian surface and now continuously monitoring Martian seismic activity. Since the first detection of a marsquake in March 2019, SEIS detected more than 200 marsquakes and Mars has been revealed to be a seismically active planet. The dataset can now be used to perform the seismic investigation of the Mars interior and interpret this in a comparative manner by referring to the examples from the Earth and the Moon.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;In this study, we investigate the seismic attenuation on Mars and compare this with the Earth and the Moon. Attenuation can be described as a combination of inelastic absorption and elastic diffusion of energy. Such properties will give important constraints on the composition of the Mars interior and also its thermal state. Another interesting aspect will be to discuss the water content with respect to the attenuation. Given the large variety of water content for the Earth, the Moon and Mars, the attenuation feature will be likely to differ significantly between these planets and satellite. Here we use the seismic dataset obtained by InSight SEIS and construct a 1D structure of seismic attenuation on Mars. Then we refer to the values obtained for the Earth and the Moon to discuss the possible implication on their differences and similarities.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;&amp;amp;#12288;The presentation aims to summarize the results from different approaches taken by the authors. The approach includes; 1) spectral analyses of seismic signals and spectral decay fitting, 2) seismic coda analyses with coda rise time and decay, 3) numerical coda simulation with diffusion theory on seismic energy. With these approaches we will be constraining seismic quality factor Q and diffusivity D for different depth range. Different approaches have sensitivities to different depth and prarameters and we aim to provide our view on the martian attenuation and diffusion to date by summarizing the obtained results.&amp;lt;/p&amp;gt;
Pengaruh Sistem Informasi Keuangan dan Manajemen Terhadap Peningkatan Tunjangan Kinerja Pegawai Non PNS di Puskesmas Kecamatan Kramat Jati

Every organization has to improve their performance. This condition encourage companies to use information system to carry out its daily task. The implementation of information system in an organization will accelerate and simplify the completion of the task by every employee. This condition is expected to improve the performance of employees in the company. The purpose of this research is to examine the influence of Financial Information System and Management to the improvement of performance allowance of non PNS employees at sub-district health center of Kramat Jati. This research is a quantitative research. The data analysis technique has been done by using simple refression analysis. It can be concluded from the result of the research that the implementation of accounting information system has significant and positive influence to the performance of the employees has been applied in the company properly, the performance of the employees in the company will be improved as well. The implementation of accounting information system is strongly influenced by the human resources who are owned by the company. The company should always conduct the competency of the human resource about information and technology. Competency and knowledge of the human resources is needed by the company in maximizing the use information technology. Keywords: Performance allowances, financial information systems, simple linear regression.
NSP Dataset and Offline Signature Verification

Offline signature verification is a challenging task for both computer science and forensics. Skilled forgeries often cannot be recognized by humans, which leads to the need to develop automated forged signatures recognition methods, which in turn requires the creation of different datasets for training models, which include the NSP – the first dataset with Cyrillic offline signatures, including genuine signatures with their skilled and simple forgeries. The process of collecting data for this dataset is described in detail. In the process of collecting samples we reformulated the forensic classification of signatures by criterion of their structure and forgery vulnerability. Gathered database was evaluated using a Siamese neural network model and the results are compared with the same model trained on CEDAR dataset.
COMPUTER ASSISTED LANGUAGE LEARNING (CALL) IN ENGLISH PRACTICE I

This study aims that the learning activity of using multimedia, we called that Computer Assisted Language Learning or (CALL) in English Practice 1 of STMIK Royal for Diploma. The majoring is system impormatic at the first semester students in 2019. It was increased the students' competences to understand about speaking area with Computer Assisted Language Learning (CALL), as well as, how to give the response of students in using CALL especially for English Practice I. The sample were 36 students of Stmik Royal for diploma (Informatic Management) at the first semester students in 2019. The method used is a classroom action research method that consists of two cycles. Data were obtained the quantitative and qualitative method which found that the initial condition for the students’ cognitive abilities, and students’ learning outcomes. As the result, it was obtained that the rate of learning outcomes through the number of students who got the successfully and increased: 93.73% with an A and B and 85% of students will be showed interest, and responses with CALL. Based on the results of this study, the average value of student tests before doing the CALL was 59.46, and after doing the CALL it was increased about 72.97 in the cycle I and 90.79 in cycle II. it was concluded that English practice 1 with CALL. It will be improved learning outcomes of students, and it was also recommended to conduct further research and the CALL can be used as an alternative learning for lecturers who teach skills courses in an effort to improve student learning outcomes and provides so many options as making teaching interesting and also making teaching more productive in terms of improvements.