Reviewerly/exHarmony huggingface dataset:
ROLE OF ARTIFICIAL INTELLIGENCE IN PSYCHOLOGY

This Article entitles that, the role of Artificial Intelligence in psychology states that Psychology is the study of mental processes and behaviour of individuals. It is about artificial cognitive processes required for an artificially intelligent entity to be intelligent, learning, autonomous and self-developing. In psychology there are several specialties or focuses of study. In cognitive psychology, how the brain thinks and works. This includes learning, memory, perception, language and Logic. There is also developmental psychology that considers how an individual adapts and changes during different developmental stages and what is appropriate to consider of a human based on development. Sports psychology considers how to affect individual performance and how performance affects the individual. So Artificial Psychology for the purposes of this paper contains the artificial mental process considered necessary to create intelligent, autonomous, self-evolving, artificially cognitive systems. “Real artificial intelligence” as the simulation of actual human behaviour is often referred to as artificial general intelligence (AGI). In AGI, machines are supposed to be built in a way that makes it impossible to distinguish them from real humans. There are three areas, in which psychology needs to play a leading role:1. User Experience (UX) in the interaction with artificial intelligence. The psychological impact of AI on humans 2. Other psychological concepts, such as emotion and empathy will have to be created in the same way as intelligence for example “Artificial Empathy” to recreate a fully functioning artificial general intelligence 3. “Mental” health of both machines and human beings.
PERANCANGAN GALERI SENI KERAJINAN KABUPATEN SINTANG DENGAN PENDEKATAN NEO-VERNAKULAR

The typical handicrafts of Sintang Regency have been known worldwide and have been registered by UNESCO as an Intangible Cultural Heritage. The handicrafts that are quite famous for being typical handicrafts of Sintang Regency are Dayak Ikat Woven, Bead Embroidery, and Rattan Weaving. The current problem is the lack of adequate facilities for craftsmen in marketing, exhibiting, and introducing handicrafts so that the development of the creative economy is slow. The purpose of designing the Art Craft Gallery is as a place for production, exhibitions, and buying and selling activities for handicrafts typical of Sintang Regency by applying traditional architectural forms through a Neo-Vernacular design approach. The design uses the J.C. Jones, which contains ideas, information, and analysis, synthesis, evaluation, and optimization. Located on Jl. Sintang-Putussibau, Kelam Permai District, Sintang Regency, the design consists of many mass buildings with the main function being the Art Craft Gallery as an exhibition place and the art market as a place for buying and selling, supporting functions in the form of a multipurpose hall, studio workshop, plaza, and cafeteria. Supporting functions accommodate service activities such as prayer rooms, lavatory, and management areas. Through the Neo-Vernacular approach, the main building design refers to the Betang Ensaid Panjang House as a concept of traditionality which is applied through the shape of the building, the provision of Dayak motifs, to the outer and inner layout with a symmetrical pattern such as the Neo-Vernacular design principle.
ENHANCED GRAPHICAL PASSWORD AUTHENTICATION SYSTEM IN BANKING SECTOR

A bank plays a essential role in people s life and security of the customer is the most important. In order to protect the user account the authentication must be secured. The generalmethod which is used is textual password. Graphical Password technique is used to enhance the security of the banking website and to provide an alternative to the alphanumeric password techniques. There is a lot of security breaches can take placein a banking transaction. The Proposed methodis implemented to secure the transactions by executing three step verification processes. Passwords at multiple levels in the banking system ensure higher security. It eradicates unauthorized users at the very initial stages. Cued Click Point technique, Message Digest 5(MD5) algorithm and Reverse One Time Password are used to implement the enhanced graphical password authentication system. Multi-level passwords are proven to be more secure as compared with the current authentication techniques.
A STUDY OF TEST, MEASUREMENT AND EVALUATION: UNDERSTANDING AND USE OF THE CONCEPTS IN EDUCATION

Education is a dynamic and nonstop process. Now in the field of Education Test, Measurement, and Evaluation are generalities used and to explain how the progress of literacy and the final literacy issues of scholars are assessed. The ideal of the study was to explain the generalities of test, dimension, and evaluation to help educationists and experimenters in the field of education to more apply them in educational dialogues. The study also suggests stylish practices in setting test particulars in measuring scholars’ learning issues while showing policy directions to help educationists and experimenters in the field of educational evaluation. In the tutoring- literacy terrain, there's a constant need to gauge the outgrowth or the quality of responsiveness of the tutoring and literacy process. This important symbiotic process generally appertained to as assessment, doesn't only do after tutoring but can also be accepted before tutoring is affected or during the tutoring process. More specifically, generalities of test, dimension, and evaluation continue to dominate educational practice around the world. The present abstract paper concentrated the A study of dimension, and evaluation understanding and use of the generalities in education with high objects are (i) To understand the generalities of test, dimension, and evaluation. (ii) To bandy the Significance of test, dimension, and evaluation in education. (iii) To analyses the Part of Preceptors in enforcing the test, dimension, and evaluation in education. For the present study methodology of the exploration is a different type involving an interpretive, discussion and study secondary sources, like books, papers, journals, thesis, university news, expert opinion, and websites etc.
Gesture Detecting Smart Watch for Elderly and Physically Challenged

Smart watch technology is changing the way that patient scan send their health information in real-time. This allows for more accurate monitoring and helps to improve the patient’s over all health.This paper proposes a wireless smartwatch. The possibility of new gesture-based inter activity with connected lighting solutions is being explored. The home appliances can be controlled with hand gestures and the care taker will be informed about the old or disabled people with a buzzer. The system uses motion sensor data and machine learning algorithms to identify the user gestures performed in the air. This method requires less computation and is not affected by light A prototype system was built to test this approach, and the results show nearly 88.5% accuracy in gesture recognition.
BIG DATA PROCESSING FOR WEB SEARCH ENGINE

Crawling, Indexing and Searching are the significant procedure of Search Engine. Web search tool slithered information are so huge or complex and it might be in organized or unstructured arrangement. This enormous informational collection turns out to be Big Data and it is one of the developing advances that have changed the world. This paper talks about Search Engines and its exhibition enhancement by putting away the information in level twofold records and In-memory database. Mass information are put away In-memory databases like REDIS. Enormous Numeric information can be put away in Flat File Binary Format with the end goal that they can be stacked into RAM in a solitary read activity. As run time circle access in level record parallel documents are quicker than customary records, enormous information are put away regarding Binary arrangement which decreases the extra room than other record designs. A few issues, for example, adaptation to internal failure and consistency are likewise all the more testing to deal with in-memory condition. This paper likewise breaks down the difficult issues in the information driven model in the Search Engine Big Data.
Managing re-identification risks while providing access to the <i>All of Us</i> research program

Abstract Objective The All of Us Research Program makes individual-level data available to researchers while protecting the participants’ privacy. This article describes the protections embedded in the multistep access process, with a particular focus on how the data was transformed to meet generally accepted re-identification risk levels. Methods At the time of the study, the resource consisted of 329 084 participants. Systematic amendments were applied to the data to mitigate re-identification risk (eg, generalization of geographic regions, suppression of public events, and randomization of dates). We computed the re-identification risk for each participant using a state-of-the-art adversarial model specifically assuming that it is known that someone is a participant in the program. We confirmed the expected risk is no greater than 0.09, a threshold that is consistent with guidelines from various US state and federal agencies. We further investigated how risk varied as a function of participant demographics. Results The results indicated that 95th percentile of the re-identification risk of all the participants is below current thresholds. At the same time, we observed that risk levels were higher for certain race, ethnic, and genders. Conclusions While the re-identification risk was sufficiently low, this does not imply that the system is devoid of risk. Rather, All of Us uses a multipronged data protection strategy that includes strong authentication practices, active monitoring of data misuse, and penalization mechanisms for users who violate terms of service.
Generalized pancreatic cancer diagnosis via multiple instance learning and anatomically-guided shape normalization

Pancreatic cancer is a highly malignant cancer type with a high mortality rate. As no obvious symptoms are associated with this cancer type, most of the diagnoses are made when the patients are already in a late stage. In this work, we propose an automated method for effective early diagnosis of pancreatic cancer based on multiple instance learning with contrast-enhanced CT images. In this method, diagnosis stability and generalizability were improved through shape normalization based on anatomical structures as well as instance-level contrastive learning. Specifically, anatomically-guided shape normalization were developed to reconstruct the pancreatic regions of interest by spatial transformations, account for larger tumor parts in these regions, and hence enhance the extraction of pancreatic features. Moreover, instance-level contrastive learning was employed to aggregate different types of tumor features within the multiple instance learning framework. This learning approach can maintain the tumor feature integrity and enhance the diagnosis stability. Finally, a balance-adjustment strategy was designed to alleviate the class imbalance problem caused by the scarcity of tumor samples. Extensive experimental results demonstrated remarkable performance of our method when conducted cross-validation on an in-house dataset with 310 patients and independent test on two unseen datasets (a private test set with 316 and a publicly-available test set with 281). The proposed strategies also led to significant improvements in generalizability. Besides, the clinical significance of the proposed method was further verified through two independent test results in which tumors smaller than 2 cm in diameter were identified at accuracies of 80.9% and 90.1%, respectively. Overall, our method provides a potentially successful tool for early diagnosis of pancreatic cancer. Our source codes will be released at https://github.com/SJTUBME-QianLab/MIL_PAdiagnosis.
¿Qué harías?

Written by a team of experienced teachers of Spanish, this textbook is designed to lead the adult beginner to a comprehensive knowledge of Spanish, giving balanced attention to the four key language skills (speaking, listening, reading and writing). It puts language learning into its real-life context, by incorporating authentic materials such as newspaper articles, poems and songs. It contains a learner and a teacher guide and is intended to complement study both inside and outside the classroom, by providing pair and group activities, as well as materials for independent learning. It also includes helpful reference features, such as a guide to grammatical terms, verb tables, vocabulary lists and a pronunciation guide. This extensively updated second edition features extra exercises to support the acquisition of good pronunciation, and is accompanied by a web companion that hosts expansion exercises, activities, solutions and useful links for each unit, as well transcripts, and access to brand new recordings of all the audio examples found in the book.
Guide to Grammatical Terms

Written by a team of experienced teachers of Spanish, this textbook is designed to lead the adult beginner to a comprehensive knowledge of Spanish, giving balanced attention to the four key language skills (speaking, listening, reading and writing). It puts language learning into its real-life context, by incorporating authentic materials such as newspaper articles, poems and songs. It contains a learner and a teacher guide and is intended to complement study both inside and outside the classroom, by providing pair and group activities, as well as materials for independent learning. It also includes helpful reference features, such as a guide to grammatical terms, verb tables, vocabulary lists and a pronunciation guide. This extensively updated second edition features extra exercises to support the acquisition of good pronunciation, and is accompanied by a web companion that hosts expansion exercises, activities, solutions and useful links for each unit, as well transcripts, and access to brand new recordings of all the audio examples found in the book.
¿Qué harás este fin de semana?

Written by a team of experienced teachers of Spanish, this textbook is designed to lead the adult beginner to a comprehensive knowledge of Spanish, giving balanced attention to the four key language skills (speaking, listening, reading and writing). It puts language learning into its real-life context, by incorporating authentic materials such as newspaper articles, poems and songs. It contains a learner and a teacher guide and is intended to complement study both inside and outside the classroom, by providing pair and group activities, as well as materials for independent learning. It also includes helpful reference features, such as a guide to grammatical terms, verb tables, vocabulary lists and a pronunciation guide. This extensively updated second edition features extra exercises to support the acquisition of good pronunciation, and is accompanied by a web companion that hosts expansion exercises, activities, solutions and useful links for each unit, as well transcripts, and access to brand new recordings of all the audio examples found in the book.
Solutions

Written by a team of experienced teachers of Spanish, this textbook is designed to lead the adult beginner to a comprehensive knowledge of Spanish, giving balanced attention to the four key language skills (speaking, listening, reading and writing). It puts language learning into its real-life context, by incorporating authentic materials such as newspaper articles, poems and songs. It contains a learner and a teacher guide and is intended to complement study both inside and outside the classroom, by providing pair and group activities, as well as materials for independent learning. It also includes helpful reference features, such as a guide to grammatical terms, verb tables, vocabulary lists and a pronunciation guide. This extensively updated second edition features extra exercises to support the acquisition of good pronunciation, and is accompanied by a web companion that hosts expansion exercises, activities, solutions and useful links for each unit, as well transcripts, and access to brand new recordings of all the audio examples found in the book.
Un momentito, por favor

Written by a team of experienced teachers of Spanish, this textbook is designed to lead the adult beginner to a comprehensive knowledge of Spanish, giving balanced attention to the four key language skills (speaking, listening, reading and writing). It puts language learning into its real-life context, by incorporating authentic materials such as newspaper articles, poems and songs. It contains a learner and a teacher guide and is intended to complement study both inside and outside the classroom, by providing pair and group activities, as well as materials for independent learning. It also includes helpful reference features, such as a guide to grammatical terms, verb tables, vocabulary lists and a pronunciation guide. This extensively updated second edition features extra exercises to support the acquisition of good pronunciation, and is accompanied by a web companion that hosts expansion exercises, activities, solutions and useful links for each unit, as well transcripts, and access to brand new recordings of all the audio examples found in the book.
Preliminaries

Written by a team of experienced teachers of Spanish, this textbook is designed to lead the adult beginner to a comprehensive knowledge of Spanish, giving balanced attention to the four key language skills (speaking, listening, reading and writing). It puts language learning into its real-life context, by incorporating authentic materials such as newspaper articles, poems and songs. It contains a learner and a teacher guide and is intended to complement study both inside and outside the classroom, by providing pair and group activities, as well as materials for independent learning. It also includes helpful reference features, such as a guide to grammatical terms, verb tables, vocabulary lists and a pronunciation guide. This extensively updated second edition features extra exercises to support the acquisition of good pronunciation, and is accompanied by a web companion that hosts expansion exercises, activities, solutions and useful links for each unit, as well transcripts, and access to brand new recordings of all the audio examples found in the book.
Transcripts

Written by a team of experienced teachers of Spanish, this textbook is designed to lead the adult beginner to a comprehensive knowledge of Spanish, giving balanced attention to the four key language skills (speaking, listening, reading and writing). It puts language learning into its real-life context, by incorporating authentic materials such as newspaper articles, poems and songs. It contains a learner and a teacher guide and is intended to complement study both inside and outside the classroom, by providing pair and group activities, as well as materials for independent learning. It also includes helpful reference features, such as a guide to grammatical terms, verb tables, vocabulary lists and a pronunciation guide. This extensively updated second edition features extra exercises to support the acquisition of good pronunciation, and is accompanied by a web companion that hosts expansion exercises, activities, solutions and useful links for each unit, as well transcripts, and access to brand new recordings of all the audio examples found in the book.
Spanish Verb Tables

Written by a team of experienced teachers of Spanish, this textbook is designed to lead the adult beginner to a comprehensive knowledge of Spanish, giving balanced attention to the four key language skills (speaking, listening, reading and writing). It puts language learning into its real-life context, by incorporating authentic materials such as newspaper articles, poems and songs. It contains a learner and a teacher guide and is intended to complement study both inside and outside the classroom, by providing pair and group activities, as well as materials for independent learning. It also includes helpful reference features, such as a guide to grammatical terms, verb tables, vocabulary lists and a pronunciation guide. This extensively updated second edition features extra exercises to support the acquisition of good pronunciation, and is accompanied by a web companion that hosts expansion exercises, activities, solutions and useful links for each unit, as well transcripts, and access to brand new recordings of all the audio examples found in the book.
¿Cómo te llamas?

Written by a team of experienced teachers of Spanish, this textbook is designed to lead the adult beginner to a comprehensive knowledge of Spanish, giving balanced attention to the four key language skills (speaking, listening, reading and writing). It puts language learning into its real-life context, by incorporating authentic materials such as newspaper articles, poems and songs. It contains a learner and a teacher guide and is intended to complement study both inside and outside the classroom, by providing pair and group activities, as well as materials for independent learning. It also includes helpful reference features, such as a guide to grammatical terms, verb tables, vocabulary lists and a pronunciation guide. This extensively updated second edition features extra exercises to support the acquisition of good pronunciation, and is accompanied by a web companion that hosts expansion exercises, activities, solutions and useful links for each unit, as well transcripts, and access to brand new recordings of all the audio examples found in the book.
Introduction to Pronunciation, Word Stress and Intonation

Written by a team of experienced teachers of Spanish, this textbook is designed to lead the adult beginner to a comprehensive knowledge of Spanish, giving balanced attention to the four key language skills (speaking, listening, reading and writing). It puts language learning into its real-life context, by incorporating authentic materials such as newspaper articles, poems and songs. It contains a learner and a teacher guide and is intended to complement study both inside and outside the classroom, by providing pair and group activities, as well as materials for independent learning. It also includes helpful reference features, such as a guide to grammatical terms, verb tables, vocabulary lists and a pronunciation guide. This extensively updated second edition features extra exercises to support the acquisition of good pronunciation, and is accompanied by a web companion that hosts expansion exercises, activities, solutions and useful links for each unit, as well transcripts, and access to brand new recordings of all the audio examples found in the book.
Introduction

Written by a team of experienced teachers of Spanish, this textbook is designed to lead the adult beginner to a comprehensive knowledge of Spanish, giving balanced attention to the four key language skills (speaking, listening, reading and writing). It puts language learning into its real-life context, by incorporating authentic materials such as newspaper articles, poems and songs. It contains a learner and a teacher guide and is intended to complement study both inside and outside the classroom, by providing pair and group activities, as well as materials for independent learning. It also includes helpful reference features, such as a guide to grammatical terms, verb tables, vocabulary lists and a pronunciation guide. This extensively updated second edition features extra exercises to support the acquisition of good pronunciation, and is accompanied by a web companion that hosts expansion exercises, activities, solutions and useful links for each unit, as well transcripts, and access to brand new recordings of all the audio examples found in the book.