Reviewerly/exHarmony huggingface dataset:
A Bisociated Research Paper Recommendation Model using BiSOLinkers

In the current days of information overload, it is nearly impossible to obtain a form of relevant knowledge from massive information repositories without using information retrieval and filtering tools.The academic field daily receives lots of research articles, thus making it virtually impossible for researchers to trace and retrieve important articles for their research work.Unfortunately, the tools used to search, retrieve and recommend relevant research papers suggest similar articles based on the user profile characteristic, resulting in the overspecialization problem whereby recommendations are boring, similar, and uninteresting.We attempt to address this problem by recommending research papers from domains considered unrelated and unconnected.This is achieved through identifying bridging concepts that can bridge these two unrelated domains through their outlying concepts -BiSOLinkers.We modeled a bisociation framework using graph theory and text mining technologies.Machine learning algorithms were utilized to identify outliers within the dataset, and the accuracy achieved by most algorithms was between 96.30% and 99.49%, suggesting that the classifiers accurately classified and identified the outliers.We additionally utilized the Latent Dirichlet Allocation (LDA) algorithm to identify the topics bridging the two unrelated domains at their point of intersection.BisoNets were finally generated, conceptually demonstrating how the two unrelated domains were linked, necessitating cross-domain recommendations.Hence, it is established that recommender systems' overspecialization can be addressed by combining bisociation, topic modeling, and text mining approaches.
Implementing the rationalism principle in the conditions of design and creative activity when training workers in SPO system

Introduction. The article is devoted to emerging the rationalism principle as a modern component of the polytechnism principle, which corresponds to such laws as the conditionality of the education field to modern trends in the sphere of economics and production, processes of internationalization and international integration in training workers, the education quality dependence in the vocational education system on a united world educational space. Problem statement. Solving the problem of learning based on the principle of rationalism contributes to: 1) activation of cognitive and creative activity of students; 2) creation of conditions for creative self-realization of the individual; 3) education and development of a stable need for self-development; 4) demand for a graduate with innovative knowledge and skills and his social security. Research methodology. The research approaches are systematic, complex, set a different vision of the tasks solved in the interaction of college teachers and mentors of enterprises; a project-creative approach based on joint creative activity. The study is carried out based on I. N. Ulyanov Ulyanovsk State Pedagogical University, Ulyanovsk Vocational and Polytechnic College and Ulyanovsk Automobile Plant (JSC «UAZ»). The study results. The implementation result of training workers on the rationalism principle base is the training quality grows, which makes it possible to prepare up to 20 percent of highly qualified graduates – at the level of the fifth category and demand for college graduates in the workplace. Such indicators make it possible to solve the problem of training highly qualified workers in the conditions of the SPO system. Conclusions. The study elaborates a model and consider the experience of implementing the rationalism principle based on dual training and joint design and creative activity, represents the main components of the model practical use. The research results allow identifying the prospects for further research, which consist in the development of new directions, forms, means and methods of implementing the rationalization principle in training workers.
Machine‐Engineered Active Disorder for Digital Photonics

Abstract Resolving spatial and temporal complexities in wave–matter interactions is essential for controlling the light behavior inside disordered and nonstationary systems and therefore achieving high capacity devices. Although these complexities have usually been studied separately, a few examples exploiting both degrees of freedom have derived intriguing phenomena such as hyper‐transport in evolving disorder and topological phenomena in synthetic dimensions. Here, engineering active disorder—disordered structures with external modulation—is proposed by employing deep neural networks. A functional regressor and a material evaluator are developed to enable inverse design of active disorder with target wave responses and evaluation of disordered structures according to the wave response controllability, respectively. By machine engineering deep‐subwavelength disorder including a phase change material, functional disorder for light is revealed, which leads to angle‐selective or broadband digital switching. A generative configuration of the neural network utilizing a single wave metric is also developed to realize a family of disordered structures with independent engineering of multiple wave properties, in contrast to the traditional engineering of disorder with a specific order metric. This approach establishes realization of reconfigurable devices by exploiting the spatiotemporal complexity in wave mechanics.
A Study On Software Engineering Defect Prediction

The success of any software system entirely depends on the accuracy of the results of the system and whether it is without any flaws. Software defect prediction problems have an extremely beneficial research potential. Software defects are the major issue in any software industry. Software defects not only reduce the software quality, increase costing but it also suspends the development schedule. Software bugs lead to inaccurate and discrepant results. As an outcome of this, the software projects run late, are cancelled or become unreliable after deployment. Quality and reliability are the major challenges faced in a secure software development process. There are major software cost overruns when a software product with bugs in its various components is deployed at client s side. The software warehouse is commonly used as record keeping repository which is mostly required while adding new features or fixing bugs. Many data mining techniques and dataset repository are available to predict the software defects. Bug prediction technique is an important part in software engineering area for last one decade. Software bugs which detect at early stage are simple and inexpensive for rectifying the software. Software quality can be enhanced by using the bug prediction techniques and the software bug can be reduced if applied accurately. Dependent and independent variable are considered in Software bug prediction. To prevent defect based on software metrics software prediction model are used. Metrics based classification categorize component as defective and non-defective.
Automatic construction of generic stop words list for hausa text

&lt;span lang="EN-US"&gt;Stop-words are words having the highest frequencies in a document without any significant information. They are characterized by having common relations within a cluster. They are the noise of the text that are evenly distributed over a document. Removal of stop words improve the performance and accuracy of information retrieval algorithms and machine learning at large. It saves the storage space by reducing the vector space dimension, and helps in effective documents indexing. This research generated a list of Hausa stop words automatically using aggregated method by combining frequency and statistics methods. The experiments are conducted using a primarily collected Hausa corpus consisting of 841 Hausa news articles of size 646862 words and finally a list of distinct 81 Hausa stop words is generated.&lt;/span&gt;
Activities of SB RAS scientific libraries for heritage preservation of Siberian scientists (to the 120th anniversary of T. T. Deulya birth)

Libraries of institutions of the Russian Academy of Sciences (RAS) conduct elucidative activities, promoting popularization of knowledge, advancemtnt of the ideas of scientists, propagation of the achievements of regional science through the creation of information resources of their own generation. The Central Scientific Library of the Irkutsk Scientific Center of the Siberian Branch of the Russian Academy of Sciences (CSL INTS SB RAS) maintains the electronic catalog of scientific publications held in its collections, as well as the Consolidated electronic catalog of publications from the collections of libraries of academic research institutes and institutions of Irkutsk and the Irkutsk region. The Central Scientific Library plans to create electronic memorial libraries dedicated to outstanding Siberian scientists.The article presents the results of biobibliographic studies, which made it possible to identify new materials about one of the initiators of the creation of the Branch of the USSR Academy of Sciences in Irkutsk, Taras Timofeevich Deulya (1901–1974), Candidate of Geological and Mineralogical Sciences, Associate Professor of Irkutsk State University (ISU), scientist, teacher and public activist. In particular, the exact date of birth was established, the list of his unpublished works was discovered. Based on the collected material, the website will be created dedicated to the life and work of T. T. Deulya.
Assessment of Solar Photovoltaic Potential of Building Rooftops Using Photogrammetry and GIS

As conventional non-renewable energy is becoming increasingly scarce, the development of renewable energies, such as solar energy, has become a major priority in today's world. In this study, it has developed an approach to simulate solar radiation on rooftops of Paschimanchal Campus and estimate the solar photovoltaic (PV) potential using Photogrammetry and GIS techniques. The object-based method was used to extract and classify buildings using very high-resolution data: orthophoto, the UAV-derived Digital Surface Model, and Digital Terrain Model raster layers. For more accurate estimation of solar panel installations, the evaluation of solar radiation is essential and the amount of solar radiation that was converted into solar PV potential depends upon the technical characteristics of the panel (technology used: monocrystalline or polycrystalline). Subsequently, the evaluated cost of solar panel installation was compared to the cost of grid-based electricity of the study area. The result obtained shows that 18 rooftops of the buildings are the most suitable place for solar panel installation and their usable area is 4303.67m². 32 For polycrystalline and monocrystalline technologies, the annual PV power generation in the study area is 868 MWh/ yr and 1274 MWh/yr respectively. It was found that 1428.42m² of the suitable area was enough to fulfill the yearly demand of Paschimanchal Campus. For polycrystalline technologies, around 876 panels costing NRS.1,57,68,000 are required. The cost analysis of 10 years concludes solar energy will be cheaper than grid-based electricity by NRS.1,04,10,785.
Audit Tata Kelola Teknologi Informasi Domain Monitor, Evaluate, and Asses dan Deliver, Service, Support Berdasarkan Framework COBIT 2019

University is a form of tertiary institution that has a tridharma task to assist the government in handling and implementing development in all fields, especially education. Information technology and information systems tools are important to support the achievement of the university's vision and mission. University information technology governance is an activity used to measure existing information technology to support the achievement of university activity goals. The obstacle faced by the university is that every year it spends a large budget with activities related to information technology (IT) ranging from design, implementation, IT training for the entire academic community, but the results obtained cannot be measured. This research was conducted to measure the maturity of IT implementation at universities. In this study, using COBIT 2019 as a framework on the two domains of MEA and DSS in the research object university (PTOP). Two of these domains are expected to be able to measure the target Capability Level, Capability Level current and gaps (gap) The data source used is the results of interviews with IT governance authorities. The research object case study at one of the universities in Semarang, hereinafter referred to as the research object college (PTOP). Based on the research results, it was found that the PTOP capability level in the MEA and DSS domains was at level 1 or performed, which means that the process carried out had more or less reached the goal, but through the implementation of a series of activities that were less organized.
Professional standard «Specialist in library and information activities»: structure, possible application

The issues of elaborating the professional standard «Specialist in library and information activities » as a normative and technological document regulating the processes of development and use of the personnel potential of the industry are considered. The article reveals the relevance of the document in the context of modern tasks facing the library and information sphere. Conceptual and methodological approaches to the development of the standard and the definition of its functional boundaries are analyzed.The features of the development of a line of professional standards for library and information activities based on the differentiated approach are considered. The expediency of the integrated approach as a more rational one in the current conditions of professional standardization of library and information activities is substantiated.The functional and logical structure of the professional standard and its correlation with the functional structure of the industry is presented.The semantic series underlying the document decomposition is given. The list of generalized labor functions is given with the rationale for the definition as the title – «Library and information services for users». The author also substantiates separation of library and information services for children, library and information services for persons with disabilities, formation and promotion of local history library and information resources as independent labor functions.The importance of representing labor actions and skills in the field of libraries information and analytical activities, in particular, checking for borrowings, conducting bibliometric analysis and monitoring, and working with open access resources, is emphasized. The significance of combining information technology and humanitarian components in the list of necessary knowledge for the modern librarian is pointed out. The names of new positions of library specialists, requirements for their education, training and work experience are given. In the conclusion, the role of the professional standard as the basis for the certification of library personnel, the development of their professional competencies and the level of qualifications is determined. It is substantiated that the professional standard is the tool for the rational use of library personnel, the improvement of all links in the system of continuous library and information education and the implementation of the state library personnel policy.
ETHICAL LEADERSHIP AT WORK AND WORKPLACE WELL-BEING OF EMPLOYEES IN A COAL POWER PLANT

This study proposed that ethical leadership at work and workplace well-being are significantly related and that ethical leadership could also significantly influence workplace well-being. There was a total of 122 samples in this study, which included the rank and file workers and employees in a coal power plant, with the exclusion of the top management. The data were analyzed using descriptive and inferential statistics such as the mean and standard deviation, Pearson r, and multiple regression analysis. Results yielded high levels of ethical leadership at work and workplace well-being. Also, the correlation test revealed a significant relationship between the two variables in this study. In addition, the regression analysis revealed a significant influence of ethical leadership on workplace well-being. Finally, the regression models revealed that people-orientation is the best predictor for workplace well-being. The paper offers further discussion of the results. KEYWORDS: ethical leadership at work, workplace well-being, coal power plant, public administration,Philippines
Some Considerations about Fuzzy Logic Based Decision Making by Autonomous Intelligent Actor

The article presents an approach toward an implementation of a fuzzy logic-based decision-making process by Autonomous Intelligent Actor (AIA) (© A. Tserkovny), when an input information is defined for its "strategic targeting" by a human operator in terms of a fuzzy incident geometry, whereas its "tactical" behavior (a navigation in space) is directed by fuzzy conditional inference rules.For implementing both elements of AIA decision-making a fuzzy logic [1] for formal geometric reasoning with extended objects is used.This fuzzy logic based fuzzification of axioms of an incidence geometry and a predicate apparatus [2] for AIA space orientation are also presented.The approach, offered in the article, extends predicates of a counter positioning of two objects and their mutual navigation into their fuzzy counterparts.The latter allows AIA to make certain "tactical" decisions.
Discrimination between phyllodes tumor and fibro-adenoma: Does artificial intelligence-aided mammograms have an impact?

Abstract Background The indulgence of artificial intelligence (AI) has been considered recently in the work up for the detection and diagnosis of breast cancer through algorithms that could supply diagnosis as the radiologist do. The algorithm learns from a supervised and continuous input of large and new data sets unlike the standard programming, which requires clear step-by-step instructions. The aim of this study is to assess the ability of AI scanned mammograms to aid the ultrasound in the discrimination between phyllodes tumors and fibro-adenomas. Results This is a retrospective analysis included 374 proven phyllodes tumors (PT) and fibro-adenomas (FA). Digital mammogram and breast ultrasound was performed for all the cases and each breast was given a “Breast Imaging Reporting and Data System” (BI-RADS) score. Included mammograms were scanned by AI with resultant a qualitative heatmap and a quantitative abnormality scoring of suspicion percentage. The study included 164 PT (43.9%) and 210 FA (56.1%). BI-RADS category 2 was assigned in 40.1%, category 3 in 38.2%, category 4 in 18.5% and category 5 in 3.2% with median value of the AI abnormality scoring of 23%, 44%, 65% and 90% respectively. Sensitivity and specificity of the conventional imaging were 59.2% and 75.8% respectively. The AI abnormality scoring of 49.5% upgraded the sensitivity to 89.6% and specificity to 94.8% in the ability to discriminate PT from FA masses. Conclusion Artificial intelligence-aided mammograms could be used as method of distinction between PT from FA detected on sono-mammogram. The color hue and the quantification of the abnormality scoring percentage could be used as a one setting method for specification and so guide clinicians in their decision of conservative management or the choice of the surgical procedure.
DIGITAL HUMANITIES: A HOLISTIC APPROACH TO CLASSIFY YELLOW COFFINS

Abstract. The Faces Revealed Project takes its lead from innovative research trends that see the combination of different but interconnected skills and competences. It aims at contributing to the study of ancient Egyptian coffins by developing a new and efficient methodology based on fast, simple, cost-effective, and portable technique allowing the acquisition of precise and accurate gemetric data. This technology will provide further insights into the manufacture, production, workshops, and possibly the ancient reuse of the Yellow Coffins and may also constribute to the creation of a new way of classifying these coffins.
An Image Augmentation Method Based on Limited Samples for Object Tracking Based on Mobile Platform

This paper proposes an image augmentation model of limited samples on the mobile platform for object tracking. The augmentation method mainly aims at the detection failure caused by the small number of effective samples, jitter of tracking platform, and relative rotation between camera and object in the tracking process. Aiming at the object tracking problem, we first propose to use geometric projection transformation, multi-directional overlay blurring, and random background filling to improve the generalization ability of samples. Then, selecting suitable traditional augmentation methods as the supplements, an image augmentation model with an adjustable probability factor is provided to simulate various kinds of samples to help the detection model carry out more reliable training. Finally, combined with a spatial localization algorithm based on geometric constraints proposed by the author's previous work, a framework for object tracking with an image augmentation method is proposed. SSD, YOLOv3, YOLOv4, and YOLOx are adopted in the experiment of this paper as the detection models. And a large number of object recognition and object tracking experiments are carried out by combining with common data sets OTB50 and OTB100 as well as the OTMP data set proposed by us for mobile platform. The augmented module proposed in this paper is conducive for the detection model to improve the detection accuracy by at least 10%. Especially for objects with planar characteristics, the affine and projection transformation used in this paper can greatly improve the detection accuracy of the model. Based on the object tracking framework of our augmented model, the RMSE is estimated to be less than 4.21 cm in terms of the actual tracking of indoor objects.
The application of energy saving to the Kali Adem Muara Angke Port design

Abstract The level of sea transportation use in Indonesia is getting higher and higher, so it must be balanced with the improvement in the quality of port supporting infrastructure. The Provincial Government of DKI Jakarta will revitalize Kali Adem Port, which will also be assisted by the Thousand Islands Regency Government, considering that Kali Adem Port is one of the gateways to the Thousand Islands. Kali Adem Port is a passenger port located on Jalan Dermaga, Pluit, Penjaringan, North Jakarta, Special Capital Region of Jakarta. Kali Adem Harbor serves tourists who want to visit several islands in the Thousand Islands, and residents of Pulau Seribu who want to buy some daily necessities from Jakarta. Passenger density, problems with access and circulation, and several other problems require this Port to improve its quality and quantity. This port should have designed to pay attention to the environment, such as applying the eco-tect theme to this building, as well as the waterfront concept to maximize the potential of the existing sea. In this design the concept of shading is applied to the facade to maximize comfort and the application of energy-saving lighting in buildings and the Port and its plazas