Reviewerly/exHarmony huggingface dataset:
The Three Parts of Emotions (3-Component Model)

During this session, clients learn about the three components of emotions, which are thoughts, physical sensations, and behaviors/urges. This information is the backbone of the work clients will do to identify their emotions and get ready to change how they approach and experience them. To help clients identify the three parts of an emotional experience, this treatment program uses the 3-Component Model. The three parts interact with one another, and the 3-Component Model uses two-way arrows from each part to the other parts to illustrate how they all affect one another. The EDA form can be useful to identify when strong emotions occurred recently, and the 3-Component Model form is useful to understand and label the thoughts, physical sensations, and behaviors that made up this emotional experience.
Transfer Learning For Prediction Of Sentiment In Hotel Reviews

The web platforms have made people share thoughts, write reviews and make a huge source of information. These web platforms can be online news, blogs, community’s discussion forum. People visited any hotel write their reviews on these forums. Understand manually all the text written becomes complex because people express their views in the different and complex ways. For instance, the online reviews given on hotel services and quality, it is difficult to understand the reviews manually. To make certain decision on improving the quality and service of the hotel it will be inconvenient to read the reviews manually. In this concern, the paper aims to develop a deep learning technique and transfer learning with word embeddings to analyse hotel review for identifying the response strategies. We have also proposed a new combined model, which integrates machine learning and convolutional neural network models with GloVe Embeddings to analyse the text. The obtained results show that proposed new model can outperform compare to other machine learning techniques.
Graph Analytics Using Apache Spark’s GraphFrame API

Graph technology enables users to store, manage, and query data in the form of a graph in which entities are called vertices or nodes and the relationships between the entities are called edges. Graph analytics enables the capabilities for analyzing deeply grained relationships through queries and algorithms.
Bipolar intuitionistic fuzzy graph over Cayley groups

In this article, we discuss the notion of Cayley bipolar intuitionistic fuzzy graph and proved some results and properties on it. We study and discuss many results and properties of bipolar intuitionistic fuzzy graph with respect of algebraic structures. On the other hand we study Cayley bipolar intuitionistic fuzzy graph connectedness.
LibGuides: Contact-free Pickup at HPL: Need Help Finding a Book?

Select library materials and pick them up safely! Available Downtown, and at the Albany and Dwight Libraries
Study of main planktonic foraminifera(Turonian-Santonian) in Kopeh-Dagh sedimentary environment, NE Iran

In order to study the fossil contents of the Abderaz Formation for biostratigraphical purposes the 500 meters thick section was sampled at type section. The sequence is mainly made up of grey shales and marls with two units of chalky limestone in upper part. The lower contact of the formation with Aitamir Formation is disconform while the upper contact with Abtalkh is continuous. Fifty six species belonging to 16 genera were identified and four biozones were differentiated. These are: Helvetoglobotruncana helvetica (Sigal)total range Zone, 2-Marginotruncana sigali - Dicarinella primitiva (Premoli Silva and Sliter)Partial range Zone, 3- Dicarinella concavata (Sigal)interval Zone and4-Dicarinella asymetrica (Postuma)total range Zone. Based on, these an age of Turonian-Late Santonian is quoted to the formation. Also it was shown that Helvetoglobotruncana helvetica, the index species for middle Turonian exists at the base of the formation while, in the samples immediately below this belonging to Aitamir Formation Rotalipora appenninica, the index for middel cenomanian was recorded. Therefore, lack of index species for late Cenomanian- early Turonian shows a gap spanning this period between the Aitamir and Abderaz formations. This could be a result of sub Hersinian orogeny.
Designing High Availability Cluster Using Server Virtualization on Cloud Storage Services

Cloud Storage Service at PT. Harrisma Globaltechnologies Jakarta has not been applied based on virtualization. The problem with cloud storage services in general is that the server is not able to serve a high number of requests as a result the cloud storage server fails. One of these problems is caused by inadequate server resources and less than optimal storage server management. These problems can be solved effectively and efficiently with server virtualization. Where server virtualization is managed by Proxmox. Proxmox is an open-source virtualization platform supported by KVM and OpenVZ hypervisors and can be managed with web-based graphics. Server virtualization collaboration can save server resources by duplicating server services virtually. The research methodology used is clustering by applying the concept of high-availability where there is a secondary server as a backup-server for the primary-server. The results of this study include three parameters, namely Throughput, Response Time, and CPU Usage. The results show that cloud storage servers that implement virtualization than those that do not apply with a difference in the value of the Throughput parameter of 1896.6 Kbps, the difference in the value of the Response Time parameter of 10.6 requests/second, and the difference in the value of the CPU Usage criteria of 11.91%
Αυτο-αποτελεσματικότητα και γνώση TPACK στους εκπαιδευτικούς πρωτοβάθμιας εκπαίδευσης κατά την εφαρμογή της εξ αποστάσεως διδασκαλίας εκτάκτου ανάγκης λόγω της πανδημίας COVID-19

This master thesis was conducted in order to investigate the relationship between self-efficiency of primary school teachers and their level of TPACK (Technology Pedagogy Content Knowledge) in applying emergency remote teaching due to the COVID-19 pandemic. TPACK is a framework of the knowledge required to use technology in an educational setting in ways that are contextually authentic and pedagogically appropriate. The sample of this quantitative study were 110 primary school teachers operating in Athens, Greece. Our findings showed that with increasing TPACK knowledge-levels, the higher levels of self-efficacy the educators feel in applying diverse teaching strategies to manage their classrooms, and in their efforts to engage their students by using virtual means of education.
"U" Won't Get a Response: Community College Student Preferences for Institutional Text Messages

Although institutions of higher education have started engaging students and prospective students via text messages, no extant research has addressed student preferences for receiving text messages. Elaborating upon Castleman and Page’s (2016) and Taylor and Serna’s (2019) work, a large, metropolitan community college system surveyed 123 community college students to learn more about how a community college should text their students. Data from this study suggest that community college students prefer text messages that omit slang or textese (i.e. “u” instead of “you,” “2” instead of “two”), text messages with exclamation points versus periods, text messages with hyperlinks, and mention the student’s name, the sender’s name, and their institution.
Enabling Quality Education through Teacher Training Initiatives in Indian Higher Education

The studywas intended to summarize and analyse all the quality initiatives taken by AICTE and its implementation in the affiliated technical institutes of Madhya Pradesh state in India.A structured questionnaire was circulated for data collection among technical institutions regarding training initiatives for in house faculty and fresh faculty.The objectives of the researchwere to review quality initiatives of AICTE regarding teacher training, implement quality initiatives by institutions and suggest a suitable model for ensuring success of quality initiatives. Framework has suggested a) who can be benefited b) enabling inputs and c) outcomes of teachers training for smooth implementation of quality training initiatives.
NBCUniversal ousts execs at Bravo, Oxygen; shuts down mobile gaming business

NBCUniversal shuttered its gaming division while laying off 5 percent of the workforce at its lifestyle brand networks.
Time and Memory Efficient Displacement Map Extraction

Displacement maps are used to enhance the final rendered animation at most high-end studios including Blizzard Entertainment. However, commonly available products (Mudbox, Zbrush) that are used to sculpt high resolution models and extract displacements from low resolution counterparts are not conducive for quick iterative workflow that artists normally demand. Here we will summarize the drawbacks in accommodating such commercial products in our pipeline. We then present our custom solution developed using open industry standard libraries like OpenSubDiv (Pixar), OptiX (NVIDIA) and Embree (Intel). We also highlight how we employed frequency analysis (Discrete Cosine Transform) to extract time efficient and memory optimal displacement samples, all of which has objectively improved overall productivity in our workflows involving displacement maps.
Poesia e narrativa ne La solita canzone del Melibeo / Poetry and narrative in La solita canzone del Melibeo

This essay focuses on «La solita canzone del Melibeo» by G.P. Lucini and analyzes the elements of continuity that make this collection of poems a book. Behind the disintegrating impulses of symbolism and the rich and contrasted writing of the poet, one can in fact see a coherent story, which proceeds in orderly stages and which can be reconstructed through the many traces scattered in the lyrics.
An Effective Mechanism for Eclassroom Using Decision Support System

The challenges as talked about above put forth our view towards the improvement of a progressed and theoretical system for DSSs. This should have the option to cater to these difficulties in an open and dynamic choice condition, especially along with the accentuation on dubious information. This structure can be described by various perspectives: a column based view, a layered view, a choice based hypothetical and a procedural view. This plays a pivotal role in shaping up choice based system for making education system considerably open for class, knowledge. This can be cultivated incompletely by utilizing the decision support system (DSS) which give exact and definite data about agriculture. This paper has concentrated on the rule that includes in structuring the DSS for academic system. In request to form context of this system, more situations have been characterized and various connections have been distinguished between the decision system.
Indian Perspective of Publicity Rights of Celebrities in Modern Times

In the time of technology and social media, any person can be regarded as a celebrity who has become well-known among the public at large, not only for the occupation which one performs but also for the personality which one carries through. These celebrities have rights in terms of privacy and publicity and such rights are protected by intellectual property law regime because of their intangible nature. This paper reflects the economical perspective of such publicity rights as merchandising rights and highlights the Indian context related to it. The first part gives a brief account of celebrities’ rights and their evolution while defining celebrities and the importance of media and global communication behind it. The second part discusses the right of publicity as a form of IPR. The third part analyzes celebrities as marketable commodities and development of publicity rights as merchandising rights through the lens of economics along with the relevant case laws. The fourth part analyzes the current position of Indian laws for the protection of the rights and lays down the justifications for the need of protecting the publicity rights. Lastly, the article highlights the lacunae in the current regime and concludes with the apposite protocols for the current framework.
The least-squares estimator of sinusoidal signal of diffusion process for discrete observations

There is notably paucity of studies on least-squares estimator of diffusion process for discrete observations. This paper discusses sufficient conditions of the least-squares estimator of diffusion process for discrete observations in order to gain an estimator that is strongly consistent of [1]. We assume that the process Y is arranged by a function such as sinusoidal signal a(θ,Yt) = sin(2πtθ), θ ∈ [0, 1/2] and function b(σ,Yt). For a given a sample (Y0,Yh,...,Ynh), h→0, we demonstrate an asymptotic theory of least-squares estimator θˆn. The results of the study show that the least-squares estimator is strongly consistent and asymptotic normal, assuming that nh→∞ and n3h4→∞; θ that represents the frequency of sinusoidal signal of the unity of time which has a rate of convergence, namely √n3h4.
Adopting Open and Reproducible Research Practices: A Response to The Replication Crisis

Andrew Stewart's presentation, titled Adopting Open and Reproducible Research Practices: A Response to The Replication Crisis, from the University of Manchester Library's Open Research Exchange event.
PERUBAHAN STRUKTUR ORGANISASI DAN DAMPAKNYA TERHADAP LAYANAN DAN SDM: STUDI KASUS PUSAT DATA DAN LAYANAN INFORMASI PERUM LKBN ANTARA

This final project discusses changes in organizational structure at the Pusat Data dan Layanan Informasi Perum LKBN Antara and looks at the impact on their services and human resources. This research uses qualitative research with a case study method and data collection using interview techniques and document studies. The results of this study show that the changes that occurred at the PUSDATIN Antara were the increasing in work units that previously only handled text data and library services, now handling photo and video data services as well. However, the changes that occur at the PUSDATIN Antara are still in the changing phase, not until the final phase yet, which is the freezing phase. This current phase has made some impacts on human resources and services provided by the PUSDATIN Antara. The impact on human resources is the lack of employees to handle photo data services, while the impact on services is the lack of integration of video data services.
A critical evaluation of uncertainty estimation in neural networks

Quantifying the predictive uncertainty of Neural Network (NN) models remains a dificult, unsolved problem especially since the ground truth is usually not available. In this work we evaluate many regression uncertainty estimation models and discuss their accuracy using training sets where the uncertainty is known exactly. We compare three regression models, a homoscedastic model, a heteroscedastic model, and a quantile model and show that: while all models can learn an accurate estimation of response, the accurate estimation of uncertainty is very difficult; the quantile model has the best performance in estimating uncertainty; model bias is confused with uncertainty and it is very difficult to disentangle the two when we have only one measurement per training point; improved accuracy of the estimated uncertainty is possible, but the experimental cost for learning uncertainty is very large since it requires multiple estimations of the response almost everywhere in the input space.
The challenges of teaching a design course In the time of COVID 19

There are many lung diseases similar to COVID19, modern technology enabled us to know everything that is happening in different parts of the world, many sectors have been affected by this blockade, the world has suffered a lot from the effects of the spread of this disease, and many people around the world have lost their sources of income , The companies concerned with social media competed in supporting education programs and establishing platforms that serve the educational process at various levels, in the sectors of arts education, we have encountered a lot of challenges in teaching some special courses, using the exchange of roles between us and the students to walk side by side in a parallel relationship to achieve innovation and creativity through reactions.
FEATURES OF STUDENTS’ METHODICAL CULTURE FORMATION OF THE DIRECTION TRAINING “PEDAGOGICAL EDUCATION”

Within the framework of solving the problem of the formation of the given modern professional competencies among students of pedagogical specialties, the issue of the importance of methodological culture as one of the leading components of pedagogical activity and the basis for the formation of professional competencies is considered. From the standpoint of including the process of upbringing a methodological culture in a stable self-sustaining structure of pedagogical culture, the solution of the problem of designing a methodology for the formation of methodical culture in the educational SMART-paradigm is presented. The purpose of the described research: to highlight the features and develop a model for the formation of the methodological culture of future teachers studying in the direction of training “Pedagogical education”. When clarifying the definition of the concept of “methodical culture” for the development of a methodology, the idea of enrichment was proposed, which is implemented in a “three-dimensional” model along the following “planes”: design by a teacher – joint design of a methodology, design – joint assessment and reflection of the process and results of design and application of teaching methods. It is these “planes” (directions) that define the synergistic content of the selected components of the methodological system: motivational, value, target, diagnostic, cognitive, operational-activity and reflexive-evaluative. The specified three-dimensional feature of the model, on the one hand, determines the universality of the invariant component of the projected methodological training system, on the other hand, it allows enriching the methodology of forming a methodological culture for specific students. The presented model can be used to build a methodological system for the training of students at the master’s level with the targeted highlighting of the importance of the formation of methodological culture.
Mobile Health Architecture Harnessing Wearable Devices for Monitoring and Assistance

Digital innovation in healthcare is embraced with a slower pace with respect to other industries inducing overdue considerations. First, there is a trend consisting of shifting from national healthcare assistance to the private health solutions, because they can integrate much needed technology faster increasing patients’ quality of care. In second instance, the actual care model working for the traditional health sector is outdated. Patients show a need to be active actors in their health. They want to be able to control, at least partly, what regards their wellbeing. The thesis here presented is the effort dedicated to the development of a mobile health architecture and its implementation guide, dedicated to improving the quality of life of patients suffering from chronic diseases. The aim of the thesis is to define a system where patients are supported in achieving a sustainable life for as long as possible, offering them a solution to gain some independence or even just reduce some of the stress they must cope with. The solution consists in harnessing wearable devices to monitor passively the condition’s major symptoms, and to actively use such devices for data input and assistance. The data collected with such devices is integrated, thanks to the back-end work of an integration platform into a CRM both patients and doctors can access, where together they can overlook all disclosed and collected patient health-related data. The thesis starts with introduction on healthcare wearable devices and the healthcare sector, before the brief presentation of a company I am indirectly working for, active in e-health innovative platforms focusing on Parkinson’s Disease patients. The thesis continues with the description of the mobile health architecture and of its implementation guide before the description of a case study applied to Parkinson’s Disease patients harnessing an Apple Watch Series 6, Heroku and Salesforce.
Smart prosthetic hand / Muhammad Azri Abdul Basir, Muhammad Farid Abdul Khalid and Muhammad Aiman Abdul Aziz

Lifix Sdn Bhd is a company that produces advance prosthesis device regarding to hand limb problems which consist technology involvement that can behave like a real hand. Such technology example is muscle sensor which can detect muscle signal or electromyography (EMG). In definition, electromyography or EMG is a study of muscle electrical signals. Sometimes it is known as myoelectric activity. When a muscle tissue makes some movements, it will produce electrical potential similar to the way nerves do and the name given to these electrical signals is the muscle action potential. Lifix is created based on the agreement among three members who are interested to have a strong market position in Malaysia. Lifix company focusing on rehabilitation technology and trying to reduce the cost for such technology that already existed in markets. With the product, Lifix can help amputee victims around Malaysia peninsular related to loss of hand. This product can mimic several real hand movements and can perform simple tasks such as writing, pointing and do hand symbols.
언어유형학적 관점에서 본 현대중국어 동사중첩의 어법특성과 발전기제 고찰

This paper examines the grammatical characteristics and developmental mechanism of verb reduplication.This paper divides the functions of verb reduplication into a basic level and a derived level, and presents a repetitive, continuous, lightness of action on the basic level, and the tentative on the derived level. These functions are systems with semantic relevance and have several common characteristics. With the development of the function, the expansion of appearance verbs and forms of use (“VV”, “V一V”, “V了V”) emerged, and the pragmatic and contextual elements sometimes cause changes in meaning or use. In short the function can be summarized as a change to “quantitative reduction” starting from a repetitive, continuous meaning. Contrary to the characteristics of Chinese verb reduplication, the function of verb reduplication of other languages showed a pattern of “quantitative increase” in conformity with the iconic principle cross-linguistically.This paper argues that the grammatical characteristics of verb reduplication is not due to iconicity, but due to a different mechanism, and originates from the ‘V一V’ structure. This origin and developmental mechanism gave rise to the language-specificity of the modern Chinese verb reduplication function. At the same time, however, it can be confirmed that the cognitive and pragmatic factors that acted in the process are universal mechanisms found in change and development of languages.
The Decision Tree Model

As you’ve discovered in the previous chapter, there is a distinction in supervised machine learning models between linear and nonlinear models. In this chapter, you will discover the Decision Tree model. It is one of the simplest nonlinear machine learning models.
Writing Good SQL for Db2

Writing good SQL is really about database performance. Although tuning of the database can help with performance, bad SQL will impact performance in ways that tuning the database just cannot cure. When the database administrator(s) has done their job, it is time for the training of the users to begin. All relational databases have their quirks, and it is paramount for the users to be aware of these and have the knowledge to either bypass them or create SQL that takes advantage of the database design and features.