Using Domain Ontologies for Text Classification. A Use Case to Classify Computer Science Papers

2020 ◽  
pp. 166-180
Author(s):  
Janneth Chicaiza ◽  
Ruth Reátegui
Keyword(s):  
Computer Science ◽  
Text Classification ◽  
Use Case ◽  
Domain Ontologies

scholarly journals GENERATIONAL FRAMESHIFTS IN TECHNOLOGY: COMPUTER SCIENCE AND NEUROSURGERY, THE VR USE CASE

2021 ◽  
Author(s):  
Chetan Sharma ◽  
Samuel R. Browd ◽  
Maya Sharma
Keyword(s):  
Computer Science ◽  
Edge Computing ◽  
Use Case ◽  
The Us ◽  
End To End

The paper provides insights into the emerging field of VR Surgery which is a combination of emerging areas in Computer Science like VR, 5G, and Edge Computing and Medicine areas like Surgery and Education. The data mentioned in the paper relates to 5G growth in the US, Edge Computing demands on the network and the new architectures that will be needed to make such systems work end-to-end.

scholarly journals Technical Domain Classification of Bangla Text using BERT

2021 ◽  
Author(s):  
Koyel Ghosh ◽  
Apurbalal Senapati
Keyword(s):  
Deep Learning ◽  
Computer Science ◽  
Communication Technology ◽  
Text Classification ◽  
Language Model ◽  
Learning Model ◽  
Coarse Grained ◽  
Deep Learning Model

Coarse-grained tasks are primarily based on Text classification, one of the earliest problems in NLP, and these tasks are done on document and sentence levels. Here, our goal is to identify the technical domain of a given Bangla text. In Coarse-grained technical domain classification, such a piece of the Bangla text provides information about specific Coarse-grained technical domains like Biochemistry (bioche), Communication Technology (com-tech), Computer Science (cse), Management (mgmt), Physics (phy) Etc. This paper uses a recent deep learning model called the Bangla Bidirectional Encoder Representations Transformers (Bangla BERT) mechanism to identify the domain of a given text. Bangla BERT (Bangla-Bert-Base) is a pretrained language model of the Bangla language. Later, we discuss the Bangla BERT accuracy and compare it with other models that solve the same problem.

scholarly journals Una visión a la relación entre los subgéneros literarios y la programación orientada a objetos / Insight to the Relationship Between the Literary Subgenres and the Object Oriented Programming

2014 ◽  
Vol 2 (2) ◽  
Author(s):  
Ricardo De J. Botero ◽  
Carlos Arturo Castro ◽  
Edgar Serna
Keyword(s):  
Computer Science ◽  
Unified Modeling Language ◽  
Object Oriented ◽  
Object Oriented Programming ◽  
Modeling Language ◽  
Use Case ◽  
Literary Genres ◽  
Unified Modeling ◽  
Starting Point ◽  
The Relationship

ABSTRACTAs the title suggests, this article exposes a vision to the relationship between a human expression so fascinating and mature as literature, evident in works of different genres, and other attractant also more recent hatching as computer science, manifested in themes related with the object-oriented programming (OOP). To establish the relationship, presented two overviews, the first related to the literary genres and the second with the Unified Modeling Language (UML), which are taken as a starting point to establish linkages among the fables, the asides of novel and literary works in general, with modeling of software expressed in use case diagrams, classes, objects, states, sequence and activities, all of the UML. In this way, arise new teaching strategies for the understanding of design-oriented objects through modeling of literary works.RESUMENComo el título indica, este artículo expone una visión a la relación entre una expresión humana tan fasci-nante y madura como la literatura, manifiesta en obras de diferentes subgéneros, y otra también atrayente de más reciente eclosión como la ciencia de la computación, manifiesta en temas relacionados con la Programación Orientada a Objetos (POO). Para establecer la relación, se presentan dos visiones generales, la primera relacionada con los subgéneros literarios y la segunda con el Lenguaje de Modelado Unificado (UML, sigla inglesa), las cuales se toman como punto de partida para establecer nexos entre las fábulas, los apartes de novela y obras literarias en general, con el modelado de software expresado en diagramas de casos de uso, clases, objetos, estados, secuencia y actividades, todos propios del UML. De ésta manera, se plantean nuevas estrategias didácticas para la comprensión del diseño orientado a objetos mediante el modelado de obras literarias. Contacto principal: [email protected]

scholarly journals GENERATIONAL FRAMESHIFTS IN TECHNOLOGY: COMPUTER SCIENCE AND NEUROSURGERY, THE VR USE CASE

2021 ◽  
Author(s):  
Chetan Sharma ◽  
Samuel R. Browd ◽  
Maya Sharma
Keyword(s):  
Computer Science ◽  
Edge Computing ◽  
Use Case ◽  
The Us ◽  
End To End

The paper provides insights into the emerging field of VR Surgery which is a combination of emerging areas in Computer Science like VR, 5G, and Edge Computing and Medicine areas like Surgery and Education. The data mentioned in the paper relates to 5G growth in the US, Edge Computing demands on the network and the new architectures that will be needed to make such systems work end-to-end.

scholarly journals GENERATIONAL FRAMESHIFTS IN TECHNOLOGY: COMPUTER SCIENCE AND NEUROSURGERY, THE VR USE CASE

2021 ◽  
Author(s):  
Chetan Sharma ◽  
Samuel R. Browd ◽  
Maya Sharma
Keyword(s):  
Computer Science ◽  
Edge Computing ◽  
Use Case ◽  
The Us ◽  
End To End

The paper provides insights into the emerging field of VR Surgery which is a combination of emerging areas in Computer Science like VR, 5G, and Edge Computing and Medicine areas like Surgery and Education. The data mentioned in the paper relates to 5G growth in the US, Edge Computing demands on the network and the new architectures that will be needed to make such systems work end-to-end.

scholarly journals A Taxonomy of Critical Dimensions at the Intersection of Learning Analytics and Educational Measurement

2021 ◽  
Vol 6 ◽  
Author(s):  
Kathleen Scalise ◽  
Mark Wilson ◽  
Perman Gochyyev
Keyword(s):  
Computer Science ◽  
Learning Analytics ◽  
Data Science ◽  
Use Cases ◽  
Measurement Technology ◽  
Use Case ◽  
Process Data ◽  
Critical Question ◽  
Similarities And Differences ◽  
Analytical Approaches

From a measurement perspective, a variety of analytic approaches are fast emerging in the data mining and exploratory analytics branches of the field of data sciences. In particular, for learning analytics, more theory is needed showing how the analytical approaches are related to one another and to their respective purposes when measurement is involved. For example, machine learning acting on process data can yield sets of specific patterns as results, but the critical question from a measurement perspective is: What do these results mean and how can they be used successfully in learning analytics? That is, if the goal is to make an inference regarding some underlying variable or set of elements about a student (or a teacher, school, or other agent or program within an educational setting), what claims are being made regarding the evidence and how can learning analytics contribute? In this paper we introduce techniques that move toward theory extensions that need to be developed at the intersection of learning analytics with measurement technology. For elucidating potential theoretical components from a measurement perspective, we draw on a type of case study research in the computer science domain, specifically employing “use cases.” A use case in computer science describes a scenario of use for software. Different use cases can describe different situations in which software may have utility. Like other multi-case designs, use cases can offer a means of exploring relationships and advancing potential theories by comparing similarities and differences among the cases. Here we explore three LA use case examples that differ purposively in critical ways. Examining their similarities and differences highlights potential dimensions that distinguish among emerging LA use cases at the intersection of data science and measurement technology.

scholarly journals GENERATIONAL FRAMESHIFTS IN TECHNOLOGY: COMPUTER SCIENCE AND NEUROSURGERY, THE VR USE CASE

2021 ◽  
Author(s):  
Samuel R. Browd ◽  
Maya Sharma ◽  
Chetan Sharma
Keyword(s):  
Computer Science ◽  
Edge Computing ◽  
Use Case ◽  
The Us ◽  
End To End

The paper provides insights into the emerging field of VR Surgery which is a combination of emerging areas in Computer Science like VR, 5G, and Edge Computing and Medicine areas like Surgery and Education. The data mentioned in the paper relates to 5G growth in the US, Edge Computing demands on the network and the new architectures that will be needed to make such systems work end-to-end.

Scenegraph-Based Platform for 3D Computer Graphics Training

2010 ◽  
pp. 109-119
Author(s):  
Vincent Muggéo ◽  
Laurent Moccozet ◽  
Nadia Magnenat-Thalmann
Keyword(s):  
Computer Graphics ◽  
Computer Science ◽  
Visual Arts ◽  
Large Range ◽  
Online Training ◽  
Use Case ◽  
Case Scenario ◽  
Basic Concepts ◽  
Attention To Students ◽  
Training Modules

We propose a framework for developing online interactive experiments for training students to master the basic concepts of 3D Computer Graphics. As 3D Computer Graphics has applications in a large range of fields (visual arts, media, geography. etc.), we need to devote particular attention to students that are non experts in Computer Science and particularly in programming. We also have to take into consideration the resources and efforts required for the development of online training modules. We describe our approach for designing and implementing accurate and efficient training modules and describe how we have implemented one particular use case scenario.

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