Reviewerly/exHarmony huggingface dataset:
Principles of Product Liability, Third Edition: 'Introduction' and 'Strict Products Liability 2.0'

Two chapters from the third edition of Principles of Products Liability (Foundation Press 2020), a state-of-the-art study of products liability. The book shows how ancient laws have evolved into liability rules capable of solving the safety questions raised by new or emerging technologies, ranging from autonomous vehicles to the Amazon online marketplace. Identifying a development that has been largely ignored by scholars, the book shows how the rule of strict products liability from the last century has been transformed into a more comprehensive liability regime — “strict products liability 2.0” — that incorporates the risk-utility test into the consumer-expectations framework of strict products liability. Across the important issues, this more comprehensive formulation of the implied warranty sharpens the inquiry about what’s at stake, supplying strong rationales for a host of otherwise contentious doctrines — from federal preemption to the relevance of scientific evidence in toxic-tort cases. The analysis throughout relies on extended discussion of the black-letter rules and associated controversies in the case law, providing a solid foundation for understanding and incisively analyzing this vitally important area of the law.
Homomorphic Encryption Saving Particular Aggregation about the Online Client Behavior Data

Tremendous proportions of online client direct information are being made daily affecting cum inevitable Internet. Making attempts was given for mining plentiful direct information for empty gainful data will be useful in research and business. In any case, online clients' protection is accordingly under the danger of being shown to untouchables. In most recent decade has seen a social affair on research endeavoring to concentrating on information blend in an affirmation saving way. Most by a wide margin of existing systems ensure solid security assurance yet to the inconvenience of obliged gathering works out, for example, permitting just summation, that barely fulfills the requirement of lead examination. The proposed course of action PPSA, that encodes clients' delicate information to keep confirmation revelation from both outside specialists and the hard and fast ace affiliation, and thoroughly strengthens unequivocal supreme limits with respect to online client lead examination while ensuring differential security. We have executed our technique and studied its execution utilizing a seek after driven examination subject to an authentic online direct dataset. Test results demonstrate that our course of action adequately bolsters both all things considered out request and particular explicit full scale demand with elegant figuring and correspondence overheads.
Issues of increasing the professional competence of the head in the management of secondary education institutions

The article focuses on the issues of improving the professional competence of the head in the management of secondary schools, discusses the qualities formed on the basis of the professional competence of the head, the professional competence of the head and their forms
Subject guides: Text and data mining: 4. Cleaning and preparing data

An introduction to text and data mining concepts and an overview of the steps involved in undertaking text and data mining as part of a research project.
Network Representation Learning Based Extended Matrix Factorization for Recommendation

The growing heterogeneous data in the Internet effectively improves the performance of recommender systems (RS). The main problem faced by the traditional matrix factorization (MF) is how to fuse more heterogeneous information data in MF to improve the performance of RS. In view of this, this paper proposes an Extended Matrix Factorization (EMF) based on network representation learning. EMF integrates multiple types of data in Heterogeneous Information Network (HIN) to improve the accuracy of prediction rating. The nodes in HIN are first mapped to a low-dimensional representation vector by network representation learning (NRL). Then the representation vector is used as the input of the EMF, the parameters are optimized by the gradient descent, and finally the prediction model is obtained. The experiments on two real data sets show the effectiveness of the EMF. Compared with the baseline algorithms, the EMF model can obtain more accurate prediction rating.
Crime Examination and Prediction: A Study

Crime is one of the most important problems of our Indian societywhich creates a barrier for our citizens to carry out their daily activities.The process starts with the data collection phase and performing datamining, then performing processing on that data like Classification,Pattern Identification and Prediction. Also when proper results areobtained that need to be visualized properly using usability aspects init and easy to understand form. Here in this paper we are proposingthe idea of finding safest path and alerting the users entering the crimeprone areas that are using our application.
Language and speech markers of PPA (Stalpaert et al., 2020)

Purpose: This systematic review aimed to establish language and speech markers to support the clinical diagnosis of primary progressive aphasia (PPA) and its clinical phenotypes. Our first objective was to identify behavioral language and speech markers of early-stage PPA. Our second objective was to identify the electrophysiological correlates of the language and speech characteristics in PPA.Method: The databases MEDLINE, Web of Science, and Embase were searched for relevant articles. To identify behavioral markers, the initial subjective complaints and the language and speech deficits detected during the initial diagnostic evaluation were summarized for PPA in general and each clinical variant according to the 2011 consensus diagnostic criteria (nonfluent variant [NFV], semantic variant, and logopenic variant [LV]). To identify electrophysiological markers, the studies in which event-related potentials (ERPs) were elicited by a language or speech paradigm in patients with PPA were included.Results: In total, 114 relevant studies were identified, including 110 behavioral studies and only four electrophysiological studies. This review suggests that patients with the semantic variant could be accurately differentiated from the NFV and LV in the initial stages based on the consensus criteria. Nonetheless, the early differentiation between the NFV and LV is not straightforward. In the four electrophysiological studies, differences in the latency, amplitude, and topographical distribution of the semantic N400 component were found between patients with PPA and healthy controls. Conclusions: To accurately differentiate the NFV from the LV, it could be important to assess the language and speech degeneration by more specific assessments and by more objective diagnostic methods that offer insights into the language-related processes. Electrophysiological markers of PPA were not identified in this review due to the low number of studies that investigated language-related ERPs. More controlled ERP studies in larger patient cohorts are needed to investigate the diagnostic applicability of language-related ERPs in PPA.Supplemental Material S1. Search strategies.Supplemental Material S2. Quality assessments and results.Supplemental Material S3. Demographic characteristics.Stalpaert, J., Cocquyt, E.-M., Criel, Y., Segers, L., Miatton, M., Van Langenhove, T., van Mierlo, P., & De Letter, M. (2020). Language and speech markers of primary progressive aphasia: A systematic review. American Journal of Speech-Language Pathology. https://doi.org/10.1044/2020_AJSLP-20-00008
Cenozoic growth of West Kunlun Mountains and tectono-sedimentary evolution of adjacent SW Tarim Basin-New spatial model based on seismic data

&amp;lt;p&amp;gt;Kunlun Mountains, SW part of the Tarim Basin and S edge of the Bachu Uplift in central Asia collectively form the northernmost segment of the vast Cenozoic deformation zone and associated depositional areas formed in course of the India &amp;amp;#8211; Euroasia collision. Five seismic transects from the SW Tarim Basin (Yechang - Hotan area) calibrated by deep wells were used in order to assess lateral variations of a structural style and syn-tectonic sedimentation in this part of the basin. Pre-Cenozoic substratum of SW Tarim Basin is formed by crystalline basement covered by Paleozoic strata, with important mid-Cambrian evaporites (Awatage Formation) that served as first, deep detachment level. Cenozoic sedimentary infill consists of several kilometers of shallow water to terrestrial clastics with Paleogene evaporites of the Bashiblake Formation at their base. Paleogene evaporites acted as a second, shallow detachment. Mid &amp;amp;#8211; late Miocene to Quaternary wedging along the front of the Kunlun Mts., associated with formation of a large-scale duplex consisting of slivers built of Precambrian to Permian rocks, resulted in progressive, laterally variable uplift of the S margin of the Tarim Basin documented by well-preserved growth strata that have been also described in the field. Jade Anticline, large intra-basinal structure that is located in the central part of the Tarim Basin, previously interpreted as a regional wrenching zone, was reinterpreted as a thin-skinned syn-depositional &amp;amp;#8220;fish tail&amp;amp;#8221; structure, detached in the Paleogene evaporites and formed in Quaternary above local basement elevation. Northernmost late Miocene compressional deformations have been recognized along the S edge of the Bachu Uplift in its Western and central segment. They formed due to complex interplay of thick-skinned basement reverse faulting responsible for regional elevation of basement blocks, and two types of thin-skinned thrusting: southward directed thrusting detached within the mid-Cambrian evaporites and northward directed thrusting detached within the Paleogene evaporites. Compressional deformations along the S edge of the Bachu Uplift are diminishing and eventually disappearing towards the East. All these findings point to significant transfer of compressional stresses into the far foreland of the W Kunlun Mountains and laterally variable tectonic coupling between the Tibet Plateau and central part of the Tarim Basin.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;Seismic data used in this study was kindly provided by China National Petroleum Corporation (PetroChina). IHS Markit is thanked for providing academic license of Kingdom seismic interpretation software.&amp;lt;/p&amp;gt;
Syahputra Sistem Pakar Metode Case Based Reasoning Untuk Mengidentifikasi Penyakit Psoriasis

Proriasis is a type of chronic disease of the human skin.problem of psoriasis At the end of the day, theis becoming more interesting because the main cause of this disease has not been found, which has only been found while the cause of psoriasis is genetics. Because the cause is not known for sure, this disease is difficult to cure. Although this disease is not contagious and life-threatening to sufferers, it can damage internal organs if not handled properly. This study aims to determine the level of accuracy in identifying psoriasis in humans. There are several types of symptoms that refer to psoriasis. Furthermore, the data is processed manually with themethod Case Based Reasoning and continued by using a-based expert system software website. The processing stage is to use theprocess, which retrieve is a process of finding the similarities between new cases and existing cases in the knowledge base. The results of the data processing are continued with the calculation of the level of accuracy. The result of testing this method is that there are 100% of the 12 test data. Based on the accuracy of the identification results of this system, this study is very precise in the level of identifying the level of accuracy of psoriasis in humans. Expert testing system has been able to identify thedisease psoriasis specific. Through thismethod Case Based Reasoning , the level of accuracy that can be obtained is quite accurate and can help skin and genital specialists in improving accuracy in identifyingdiseases Case Based Reasoning in humans.
UPGRADE OF CYBERNETICS IN THE CONTEXT OF DEVELOPING CREATIVITY

The author attempted to consider upgrade of cybernetics in the context of developing creativity in modern scientific discourse. First-order cybernetics studied observed systems, second-order cybernetics dealt with observing systems, and third-order cybernetics studied the subject–polysubject environment – cyberspace. So, changes in the character of labour, the means of production, industrial relations and labour power have been analyzed. The article also considers the problem of “physicists and lyric poets”, which prompted researchers to look for possible ways to resolve the contradictions. It resulted in the establishment of interdisciplinary connections between cybernetics and art at the non-classical stage, while at the post-non-classical stage, an interdisciplinary synthesis led to their mutually beneficial collaboration. The author uses the notion of hyphspace as metaphorical abstraction for defining a virtual reality (a component of the noosphere) that exists inside a computer network (the subject–polysubject environment). Hyphspace at the present stage of cybernetics development is becoming the basis for its subsequent (but not final) upgrade – fourth order cybernetics. Cybernetics in an interdisciplinary synthesis with art is moving from cognizing human–machine systems to the formations with growing human-dimensionality, where there is a persistent increase in the number of users–nomads.
Context and Type Enhanced Representation Learning for Relation Extraction

Relation extraction from plain text aims to extract relational facts between entities in the text, and plays an important role in knowledge graph construction, question answering, and so on. Distant supervision based methods employ an external knowledge graph to automatically generate the training data of relations between entities via linking the entities in the knowledge graph to their mentions in the texts. However, due to the noise in texts, these methods often suffer from the wrong labelling problem. To address this issue, we propose a context and type enhanced representation learning method for relation extraction (CTRL-RE). Specifically, to avoid the noise in texts, the global context information for entities within a given window size in the texts is used to generate the context-based representations of entities. The type of entities is utilized to generate the type-based representations of the entities. Then these two representations of the entities are combined with the representation of relations to form a context and type enhanced knowledge graph representation learning method for relation extraction. Experiments on benchmark datasets show our proposed method can achieve superior performance compared to analogous methods.
Penilaian Tingkat Keamanan Teknologi Informasi Menggunakan Metode Keamanan Informasi (KAMI) Dan Vulnerability Assessment

&lt;p&gt;&lt;strong&gt;&lt;em&gt;Abstrak. &lt;/em&gt;&lt;/strong&gt;Diskominfostatistik atau Dinas Komunikasi, Informatika, dan Statistik Kota Denpasar merupakan intansi pemerintah yang bergerak sebagai pengawas dan penerapan TIK di wilayah Kota Denpasar dalam menangani permasalahan teknologi informasi dan sistem informasi yang dimiliki. Semua kegiatan teknologi informasi dan sistem informasi dipusatkan dan dikembangkan di Dinas Komunikasi, Informatika, dan Statistik Kota Denpasar. Dalam hal ini pemerintah berperan penting dalam meningkatkan mutu kualitas yang ada sesuai prosedur standarisasi keamanan yang layak. Paper ini menganalisis tingkat keamanan Teknologi Informasi menggunakan kombinasi Metode Keamanan Informasi dan &lt;em&gt;Vulnerability Assessment, &lt;/em&gt;studi kasus pada&lt;em&gt; &lt;/em&gt;Dinas Komunikasi, Informatika, dan Statistik Kota Denpasar. Hasil analisis tingkat kesiapan menunjukkan dari 5 mesin yang melingkupi E-Pajak, AkuWaras, Aplikasi, Eproc, dan Bursakerja terdapat 1 level critical, 10 level high, 24 level medium dan 16 level low.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Kata Kunci&lt;/strong&gt;&lt;strong&gt;:&lt;/strong&gt;&lt;em&gt; Keamanan Teknologi Informasi, Metode Vulnerability Assessment, Metode Kemanan Informasi&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;strong&gt;&lt;em&gt; &lt;/em&gt;&lt;/strong&gt;&lt;/p&gt;&lt;p&gt;&lt;strong&gt;&lt;em&gt;Abstract. "&lt;/em&gt;&lt;/strong&gt;&lt;em&gt;Diskominfostatistik" of Denpasar City is a government agency that operates as a supervisor and application of ICT in the Denpasar City area in dealing with problems of information technology and information systems owned. All information technology and information system activities are centralized and developed at the Denpasar City Office of Communication, Informatics and Statistics. In this case, the government plays an important role in improving the quality of existing quality according to proper safety standardization procedures. This paper analyzes the security level of Information Technology using a combination of Information Security Methods and Vulnerability Assessment, a case study at the Denpasar City Office of Communication, Informatics, and Statistics. The results of the readiness level analysis show that of the 5 machines covering E-Tax, AkuWaras, Applications, Eproc, and Bursakerja, there are 1 critical level, 10 high levels, 24 medium levels and 16 low levels.&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;strong&gt;&lt;em&gt;Keywords&lt;/em&gt;&lt;/strong&gt;&lt;em&gt;: Information Technology Security, Vulnerability Assessment Method, Information Security Method&lt;/em&gt;&lt;/p&gt;
Aesthetic foundations of the Ukrainian musical Romanticism: historiographic aspect

Annotation. On the ground of the consideration of the philosophical, cultural and art works the experience of the aesthetic foundations of the Ukrainian romanticism examination is systematized and generalized. Common philosophical, aesthetic, worldview and artistic features of the European and Ukrainian romanticism are defined. The historical and cultural situation that preconditioned the development of the Ukrainian romanticism as a form of the national-cultural revival in the period of the 19th- the beginning of the 20th century is described. The specific national features of the Ukrainian romantic aesthetics are defined. The periodization of the Ukrainian romanticism that can be divided in 3 stages (early, mature and late) is justified.
The problem of formation of readiness for professional self-determination in high school students in modern conditions

Professional self-determination as one of the most important directions in working with schoolchildren in modern conditions.Recently, there has been a tendency to choose a future profession in accordance with their prestige or the prestige of Universities in the country.Students and their parents are focused on the University itself, on the specialty or direction, on the territorial location of the University, on their financial capabilities, but rarely focus on the child's inclinations, rather incline them to the profession that they have chosen for them in advance.The Internet is full of information about professions, but there is very little information on how to understand whether this profession is suitable for a particular graduate.In schools, teachers are proud of students who have entered prestigious educational institutions and very vividly tell future graduates about it, also influencing their professional choice.The graduate faces the problem of disorientation in the professional sphere, as there is a lot of information imposed from outside.In this process, the graduate's personal interests and propensities for future activities are erased from consciousness.This article reveals the possibility of forming professional self-determination through the electronic educational environment of the University, as well as the results of research conducted in order to study this phenomenon.
Discriminative Prediction of Adverse Events for Optimized Therapies Following Traumatic Brain Injury

Traumatic brain injury (TBI) causes temporary or perma- nent alteration in brain functions. At intensive care units, TBI patients are usually multimodally monitored, thus rendering large volumes of ...
LibGuides: MCCC Libraries Student Guide Fall 2021: Journals and Databases

Here you will find information on library hours and access to services, resources and ways to contact staff for assistance.
Implementasi Data Mining pada Penjualan Kartu Perdana Internet di Purnama Ponsel Menggunakan Metode Algoritma Apriori

Purnama Ponsel is a mobile business which is engaged in selling internet starter packs. Internet starter packs are cards that are used with restrictions or limits on internet usage, where by using this internet starter pack the user can save credit because all activities use quotas except telephone (voice calls) and Short Message Service (SMS). Some companies compete by issuing internet premieres so as to reduce access costs. This competition can be seen from the number of internet starter packs that are sold simultaneously and know the inventory for the next month. So to facilitate the calculation of cell phone owners using data mining with apriori algorithm method to complete this research. Using the apriori algorithm method can help mobile full moon owners in the calculation process on full moon cellphones using the Tanagra application and is expected to reduce the number of cards that expire and can predict how many card supplies are needed for the following month.
A study on the recall of National Assemblymen as a way to improve representative democracy

지난 18대, 19대 국회에 이어 20대 국회의 우려스러운 운영 현실은 성숙한 대의민주주의 실현의 한 방법으로 국회의원에 대한 국민소환제도의 도입 필요성을 촉구한다. 국회의원의 신분은 현행 헌법에 규정된 불체포특권과 면책특권에 의해 일반 공직자에 비해 높게 보장되고 있으며, 당선만 되면 여타의 의혹이 있더라도 사법부 최종판결에서 100만원 이상의 형이 선고되지 않는 한 의원직이 유지되므로 그에 대한 제재의 수단이 마땅치 않은 현실이다. 따라서 국회의원에 대한 국민소환제도의 도입은 대의기관의 직무수행 충실성 여부를 선거 이외의 방법으로 국민이 직접 심판하여 책임정치를 실현할 수 있는 효과적인 방안이다. 특히, 국민소환제도의 역할은 단순히 국회의원을 파면하는데 그치지 않고 국회의원의 윤리의식과 자정 능력을 키워 성숙한 대의민주주의를 정착시킨다는 중요한 의미가 있다. 본 논문은 국회의원에 대한 국민소환제도 도입 입법례와 실효성 등을 살펴보고, 20대 국회에 발의된 법안의 한계를 지적하고 그 구체적인 개선방안을 모색한다.As the 20th National Assembly operates in a dysfunctional way, following the 18th and 19th National Assembly, the introduction of a national recall system of National Assemblymen has been called for as a way to improve representative democracy. It is frequently pointed out that the current system does not have enough means of sanctions against the National Assemblymen, as their status is guaranteed strongly by the privileges of immunity from arrest and of exemption from liability provided in the Constitution. Also, If elected, the office of the alleged National Assemblymen maintains unless a sentence of more than one million won is sentenced in the final judgment of the judiciary. Therefore, national recall of the National Assemblymen, other than the general election, is an effective way to realize the political responsibility by directly judging them by the people. In particular, the role of the national recall system is not only to dismiss the National Assemblymen but also to establish mature representative democracy by raising the ethics and self-improvement ability among themselves. This paper examines the legislative examples and effectiveness of the national recall system of the National Assemblymen, points out the limitations of legislation proposed by the 20th National Assembly, and explores specific measures for improvement.