Reviewerly/exHarmony huggingface dataset:
DEIXIS IN "PETER PAN AND PETER PAN IN KENSINGTON GARDENS" NOVEL

The objective of this research was to investigate or checked if five kinds of the deixis expressions found in the novel of ‘Peter Pan And Peter Pan In Kensington Gardens’ and what they refered to. This is an analytical research about deixis expressions in which a qualitative research was used as the method to collect and analyze the data. Deixis expression from 5 chapters of the novel were taken as the samples. The kind of data in this research was the deixis expression words related to person deixis, place deixis, discourse deixis, time deixis, and social deixis. The research found that mostly deixis expression words in the novel were personal deixis. There were lots of personal deixis expression words of one character in the novel that could become the reference of almost all personal deixis words.
Beliefs, Time and Space: A Language for the Yōkai Board Game

We present an epistemic language for representing an artificial player’s beliefs and actions in the context of the Yōkai board game. Yōkai is a cooperative game which requires a combination of Theory of Mind (ToM), temporal and spatial reasoning to be played effectively by an artificial agent. We show that the language properly accounts for these three dimensions and that its satisfiability problem is NP-complete. This opens up the possibility of exploiting SAT techniques for automating reasoning of an artificial player in the context of the Yōkai board-game. The full version of this paper can be found in [15].
Multichannel Generative Language Model: Learning All Possible Factorizations Within and Across Channels

A channel corresponds to a viewpoint or transformation of an underlying meaning. A pair of parallel sentences in English and French express the same underlying meaning, but through two separate channels corresponding to their languages. In this work, we present the Multichannel Generative Language Model (MGLM). MGLM is a generative joint distribution model over channels. MGLM marginalizes over all possible factorizations within and across all channels. MGLM endows flexible inference, including unconditional generation, conditional generation (where 1 channel is observed and other channels are generated), and partially observed generation (where incomplete observations are spread across all the channels). We experiment with the Multi30K dataset containing English, French, Czech, and German. We demonstrate experiments with unconditional, conditional, and partially conditional generation. We provide qualitative samples sampled unconditionally from the generative joint distribution. We also quantitatively analyze the quality-diversity trade-offs and find MGLM outperforms traditional bilingual discriminative models.
Maximum likelihood based clustering via parallel computing

The following pages contain a review of some recent and ongoing work on model-based clustering, in particular hard and soft assignment. It is analysed up to which point, with modern tools of optimization and parallel computing, it is possible to use basic methods such as maximum likelihood and hard assignment towards automatic identification of the classes and of the class labels of the sampled subjects. The standard soft classification approach using the EM (expectation maximization) algorithm will be compared to the hard assignment approach using maximum likelihood. The latter's limits will be analysed at a computational level, under and without the presence of hypotheses of local independence. Limits and applications of such algorithms to real datasets will be shown.
Subject guides: MicroMasters® at the University of Edinburgh: Managing your information

An introduction to the resources available to support your learning Learn how to organise and safely store the information you use and create - including your assignment drafts, your references, and any images or data you use
Matrices and Their (Un)Faithful Fermi-quadratic Forms

We consider the algebra of n × n matrices over ℂ and their corresponding Fermi-quadratic forms. The properties of these operators are studied with respect to the properties of the underlying matrices. It is well known that these Fermi-quadratic forms have a faithful matrix representation. The purpose of this article is to investigate the (un)faithful representation of the matrix algebra by its Fermi-quadratic forms. The preservation of the matrix commutators, anticommutators, and eigenvalues in the Fermi-quadratic forms are discussed. Other matrix functions such as the exponential function are studied, as well as an application to quantum channels where we consider density matrices and operators and the Kraus representation. Lastly, we consider extensions of these quadratic forms and entangled states that arise from these forms.
LibGuides: Stop watching Netflix and check out free textbooks and stuff: Internet Access

Free resources to help instructors and students during college closure During the COVID-19 pandemic, internet providers have offered some assistance and concessions for accessing their services
The Acquisition Of Child’s Vocabulary In The Second Language” (A Case Study On Bilingual Child 9 years At Discovery Conserva Family)

Sri Ropiani, 2019, “The Acquisition Of Child’s Vocabulary In The Second Language” (A Case Study On Bilingual Child 9 years At Discovery Conserva Family). (Undergraduate Research Paper, Department of English Education, Faculty of Education And Teacher Training, The State Islamic Studies, “Sultan Maulana Hasanuddin Banten). Adviser : Dr. Hj. Anita, S.S., M.Pd. and Hj. Eulis Rahmawati, M.Pd.This research used qualitative as a case study it was conducted based on the main problem, 1) What strategies do parent apply to their child in acquiring second language? 2) What difficulties faced by parent in introduce L1+L2? 3) How does the child’s response in acquiring second language? 4) What are vocabularies gotten by child at Discovery Conserva? The method used in this research was qualitative method. The writer used observation, interview and documentation to collect the data. The writer collected data from one family that has 6 family members and the writer took only 3 from 6 family members as samples of this research. The result of this research showed that the strategies applied by parent in the home environment in introducing second language to their child were reading books aloud, dinnertime or mealtime discussion, watching International TV programs, watching cartoons movies, listening to music, playing games and making conversation. The difficulties by parent in introduce second language to their child was the child’s mood when she felt bored, tired and lazy. The child’s respond felt unburdened with strategies that parent applied in accordance with her hobbies. The child acquire second language vocabularies in speaking and listening skill as much as 99 vocabularies which is the child mores used noun because with noun the child can see directly the object mentioned word, so it can easily she remember the word that has been acquired.This research is still far from being perfect, to find out more about parental strategies applied in introduce first and second language/Indonesia and English language, further research is needed.
On the Existence of Two View Chiral Reconstructions

A fundamental question in computer vision is whether a set of point pairs is the image of a scene that lies in front of two cameras. Such a scene and the cameras together are known as a chiral reconstruction of the point pairs. In this paper we provide a complete classification of k point pairs for which a chiral reconstruction exists. The existence of chiral reconstructions is equivalent to the non-emptiness of certain semialgebraic sets. For up to three point pairs, we prove that a chiral reconstruction always exists while the set of five or more point pairs that do not have a chiral reconstruction is Zariski-dense. We show that for five generic point pairs, the chiral region is bounded by line segments in a Schlafli double six on a cubic surface with 27 real lines. Four point pairs have a chiral reconstruction unless they belong to two non-generic combinatorial types, in which case they may or may not.
PERAN IKATAN PUSTAKAWAN INDONESIA (IPI) PROVINSI RIAU DALAM MENGEMBANGKAN KUALITAS SUMBER DAYA MANUSIA PUSTAKAWAN

The Indonesian Librarian Association (IPI) Organization of Riau Province is one of the organizations that support the quality of human resources in the librarian profession, with the existence of a professional librarians organization can help librarians in improving library management to the maximum. This study aims to determine how the Role of the Indonesian Librarian Association (IPI) of Riau Province in Developing the Quality of Librarian Human Resources. The method used in this research is descriptive qualitative research method. This research was conducted by interviewing the management and members of the Riau Province Indonesian Librarian Association (IPI) based on three indicators, namely (1) Scientific Activities, (2) Education and Training, and (3) Riau Smart Program. The results of the interviews show that of the three work program indicators, the Indonesian Librarian Association (IPI) of Riau Province has not carried out its activities properly. In the Scientific Activity Indicator, IPI of Riau Province has conducted 5 activities that lead to the development of librarians' human resources. In the Education and Training Indicator, IPI of Riau Province has conducted 1 activity that leads to the development of librarian's human resources. In the Riau Smart Program Indicator, the Provincial IPI has carried out 1 activity that leads to the development of library human resources. So it can be concluded that the role of the Indonesian Librarian Association (IPI) of Riau Province in Developing the Quality of Librarian's Human Resources has not been carried out to the maximum.Keywords: Role, Librarian, Quality, Human Resources, Indonesian Librarian Association (IPI) of Riau Province.
ATCN: Agile Temporal Convolutional Networks for Processing of Time Series on Edge.

This paper presents a scalable deep learning model called Agile TemporalConvolutional Network (ATCN) for high-accurate fast classification and timeseries prediction in resource-constrained embedded systems. ATCN is primarilydesigned for mobile embedded systems with performance and memory constraintssuch as wearable biomedical devices and real-time reliability monitoringsystems. It makes fundamental improvements over the mainstream temporalconvolutional neural networks, including the incorporation of separabledepth-wise convolution to reduce the computational complexity of the model andresidual connections as time attention machines, increase the network depth andaccuracy. The result of this configurability makes the ATCN a family of compactnetworks with formalized hyper-parameters that allow the model architecture tobe configurable and adjusted based on the application requirements. Wedemonstrate the capabilities of our proposed ATCN on accuracy and performancetrade-off on three embedded applications, including transistor reliabilitymonitoring, heartbeat classification of ECG signals, and digit classification.Our comparison results against state-of-the-art approaches demonstrate muchlower computation and memory demand for faster processing with betterprediction and classification accuracy. The source code of the ATCN model ispublicly available at https://github.com/TeCSAR-UNCC/ATCN.
KORELASI LAYANAN INFORMASI DIGITAL DENGAN KEMANDIRIAN PESERTA DIDIK JURUSAN ILMU PENGETAHUAN SOSIAL UNTUK MELANJUTKAN STUDI PADA PERGURUAN TINGGI

This study aims to determine the correlation of digital information services with self-adjustment (independence of character) of students majoring in social studies in obtaining higher education information.This study uses a quantitative approach. The population of this study was all social studies students of class X. XI, and XII in SMA N 2 Bantul Yogyakarta in 2018/2019 Academic Year, totaling 111 students. Intake by using quota random sampling technique by taking 25% of the number of class XII students that is a number of 35 students. Data collection methods in this study used a validated questionnaire with logical validity. Data analysis techniques using multiple regression analysis.The results showed that there was a positive and significant correlation between digital information services and self-adjustment (independence of character) of students majoring in social studies in obtaining higher education information, by knowing the results of the calculation of rx1y = 0.741 with (P) 0,000 0.01, which means there is a positive and significant correlation between digital information services and self-adjustment (independence of character) of students majoring in social studies in obtaining higher education information. Implications in this study, schools should provide an intensive digital information service in accordance with the needs of students, so students will have comprehensive information about several aspects that exist in themselves as well as directions about higher education information services that are expected by students in develop their talents, interests, and potentials, so that they will influence and enhance the attitude of independence of good students.
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation

We consider the question of learning $Q$-function in a sample efficient manner for reinforcement learning with continuous state and action spaces under a generative model. If $Q$-function is Lipschitz continuous, then the minimal sample complexity for estimating $\epsilon$-optimal $Q$-function is known to scale as ${\Omega}(\frac{1}{\epsilon^{d_1+d_2 +2}})$ per classical non-parametric learning theory, where $d_1$ and $d_2$ denote the dimensions of the state and action spaces respectively. The $Q$-function, when viewed as a kernel, induces a Hilbert-Schmidt operator and hence possesses square-summable spectrum. This motivates us to consider a parametric class of $Q$-functions parameterized by its $r$, which contains all Lipschitz $Q$-functions as $r \to \infty$. As our key contribution, we develop a simple, iterative learning algorithm that finds $\epsilon$-optimal $Q$-function with sample complexity of $\widetilde{O}(\frac{1}{\epsilon^{\max(d_1, d_2)+2}})$ when the optimal $Q$-function has low rank $r$ and the discounting factor $\gamma$ is below a certain threshold. Thus, this provides an exponential improvement in sample complexity. To enable our result, we develop a novel Matrix Estimation algorithm that faithfully estimates an unknown matrix in the $\ell_\infty$ sense even in the presence of arbitrary bounded noise, which might be of interest in its own right. Empirical results on several stochastic control tasks confirm the efficacy of our low-rank algorithms.
Kinematics and dynamics of quantum walks in terms of systems of imprimitivity

We build systems of imprimitivity (SI) in the context of quantum walks and provide geometric constructions for their configuration space. We consider three systems, an evolution of unitaries from the group SO3 on a low dimensional de Sitter space where the walk happens on the dual of SO3, a standard quantum walk whose SI live on the orbits of stabilizer subgroups (little groups) of semidirect products describing the symmetries of 1 + 1 spacetime, and automorphisms (walks are specific automorphisms) on distance-transitive graphs as an application of the constructions.
AS FUNÇÕES DA LINGUAGEM NO PROCESSO DE RETEXTUALIZAÇÃO: UM ESTUDO A PARTIR DA OBRA EMOJI DICK, OR THE WHALE

eoi / doi Deposit-Electronic Object Identifier   http://eoi.citefactor.org/10.11248/ehum.v13i1.3039 The Language Functions in the Retextualization Process: A Study based on Emoji Dick, or the Whale. Resumo : Moby Dick e um romance norte americano bastante conhecido. Assim como outras obras famosas, a historia da grande baleia branca foi recontada em diversas oportunidades, nos mais variados generos. Em 2010, foi publicado um livro chamado Emoji Dick, or The Whale, por Fred Benenson. Essa obra foi o primeiro romance escrito em emojis aceito pela Biblioteca do Congresso, a mais antiga dos Estados Unidos. Tomando Emoji Dick como objeto de estudo, esta pesquisa analisa os emojis como ferramentas da comunicabilidade humana. Embora o objetivo central deste artigo seja identificar quais sao as funcoes de linguagem predominantes no processo de retextualizacao que acontece em Emoji Dick, este trabalho acaba por explorar tambem o papel que os signos imageticos em questao detem enquanto recurso linguistico de maneira geral. O referencial teorico que fundamentou esta pesquisa partiu, principalmente, dos estudos voltados para as funcoes de linguagem propostas por Jakobson (1979) e discutidas por Chalhub (1997), e dos processos de retextualizacao oferecidos por Marcuschi (2001). Este estudo pretende, assim, investigar e desvendar ate que ponto os emojis funcionam como instrumentos de dialogo eficazes no tocante a comunicacao humana. Palavra Chave: Emojis; funcoes de linguagem; retextualizacao. Abstract: Moby Dick is a well-known American novel. As well as other famous works, the story of the great white whale has been retold in different occasions, in a wide variety of genres. In 2010, a book called Emoji Dick, or The Whale was published by Fred Benenson. The retextualization was the first novel translated into emojis accepted by the Library of Congress, the oldest of the US. Taking Emoji Dick as an object of study, this research analyzes emojis as human communicability tools. Although the main objective of this article is to identify which functions of language are prevailing in the retextualization process that happens in Emoji Dick, this work eventually explores the role that the image signs at issue hold as a linguistic resource in general. The theoretical background that is the basis of this research was mainly taken from studies focused on the functions of language proposed by Jakobson (1979) and discussed by Chalhub (1997), and the retextualization process offered by Marcuschi (2001). Therefore, this study aims to investigate and unravel to what extent emojis act as effective dialogue instruments to the human communication. KeyWords: Emojis; functions of language; retextualization. Recebido em: 21/05/2020  – Aceito em 25/07/2020
MEMES E MULTIMODALIDADE: UMA ANÁLISE DO CASO BELA, RECATADA E 'DO LAR'

The Internet, in this century, has enabled new modes of communication between people, new resources were created, and the texts are loaded with multisessions, such as image, sound, gif, among others.The memes are an example of this, when using multimodalities in their production, they convey different meanings to readers.The aim of this research is to characterize the meme as a multimodal genre, through the study of three memes created from the report Bela, recatada e 'do lar' (VEJA, 2016).The theoretical basis covers different definitions of meme (DAWKINS, 1976;SHIFMAN, 2014), notions of digital and multimodal genres (MARCUSCHI, 2010; DIONÍSIO, 2005), among others.The results indicate that a meme can combine at least two modalities, such as image and text, to construct its meaning.Moreover, it is a genre that involves intertextuality and requires prior knowledge of the reader.As a conclusion, it is possible to say that meme is a multimodal genre that has been changing reading practices, because it requires the reader with ability to recognize the multissessions employed in a single text.
HEALTHCARE MANAGEMENT SYSTEM

Improving the quality and efficiency of healthcare-Care gives yoga class for improving global health. This system gives registration for user and user entered his/her health problems and gets yoga prescription in order to depend his/her health problems. This application is a product. So, this web application can be implemented as an individual website or can be used as a part of another website.
Gradual Economic Growth in Africa: What are the Underpinning Factors? An Empirical Analysis

We inquire about the forces underpinning the recent gradual economic growth in Africa.Our study covered 41 countries in Africa, cutting across the Western, Eastern, Central, Southern and Northern parts.Our study adopted the fixed effect, feasible generalized least squares (FGLS) and One Step System GMM to estimate the determinants of upsurge in the economic growth in Africa.Our results divulge that aid has no effectiveness on the economic growth of Africa.Further, the study suggests that China's FDI to Africa and trade with Africa has helped in the economic growth of Africa.Our study also suggest that the recent improvement in the institution of Africa has contributed to the growth of Africa.Overall, the result of this study helps in recompensing the imbalance in the extant literature.
A Study Investigating Students’ Self-efficacy in Writing Genre through Blended Learning

Writing is a skill that involves many components and requires thoroughness, motivation, and clarity in expressing the author's intent in a coherent and continuous sentence structure with each other. To support students in expressing interesting, new, and coherent ideas into genre writing, it requires a stimulus that can trigger students to write coherently. The stimulus should be adjusted to the development of technology and face-to face-teaching learning process which have been developed in the era 4.0. Those processes are called blended learning. Thus, the research objective is to find out the investigation on students‟ self-efficacy in writing genre teaching using blended learning. Besides, this research used descriptive qualitative approach by applying classroom action research design. Thus, the result found that the students followed the learning process through the genre based approach and with the utilization of online and  face-toface learning which made their learning results increased. Further, the result showed that writing ideation, convention, and self-regulation is higher and reflect self-efficacy in good indicator. To sum up, this research will give overview and further consideration about writing performance improvement when students‟ self-efficacy in good category. Thus, self-efficacy in writing using blended learning influences students‟ writing performance.
Theoretical investigation of photon manipulation for quantum computing and quantum information processing

Quantum computing and quantum information processing are fast developing fields. As more and more qubits are integrated into the quantum computing systems, a deeper understanding and more careful modeling of the dynamics of these quantum systems in presence of driving and/or loss are necessary, not only for optimizing existing quantum devices, but also for designing and achieving novel method for more precise manipulation of these quantum systems. Our work investigating these quantum systems is inspired by quantum optics, a field focused on the quantum description of light and light-matter interactions.In this thesis, we use the theoretical toolboxes provided by quantum optics as well as condensed matter theory to investigate and model realistic quantum systems. Specifically, we focus on the Nitrogen-vacancy centers in diamond crystal, a Josephson parametric amplifier (that uses Josephson junctions as its non-linear elements), and plasmonic nanowire system. With the knowledge of the dynamics of these systems, we proposed single-photon heralded two-NV center quantum gates; designed and optimized the superconducting circuit for a Josephson parametric amplifier to improve the amplifier's saturation power; and designed new methods for robust light manipulation using topologically protected plasmonic modes. All the devices that we study are either ready to be implemented in experiments or have already been built. Further, as discussed in this thesis, our theoretical analysis of NV-centers can be extended to similar device types like solid-state defect centers, while our analysis of Josephson parametric amplifiers can be extended to other types of superconducting circuit systems.