Suchergebnisse - Algorithms. Programming. Failure. Dropout

Gamification and Self-Determination Theory in Teaching Computational Thinking: An Experience with Quizizz Software von Santiago, Cynthia Pinheiro, Silva, Antonio Rodrigo dos Santos, Menezes, José Wally Mendonça, Aquino, Francisco José Alves de

“… The introductory programming disciplines, which include the teaching of algorithms and computational logic, have high failure and dropout rates …”
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Evaluating the effectiveness of educational data mining techniques for early prediction of students' academic failure in introductory programming courses von Costa, Evandro B., Fonseca, Baldoino, Santana, Marcelo Almeida, de Araújo, Fabrísia Ferreira, Rego, Joilson

“… The data about high students' failure rates in introductory programming courses have been alarming many educators, raising a number of important questions regarding prediction aspects …”
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A Second Experimental Study the Application of a Teaching Plan for the Algorithms Subject in an Undergraduate Course in Computing using Active Methodologies von Garcia, Fabrício Wickey da Silva, Oliveira, Sandro Ronaldo Bezerra, Carvalho, Elielton da Costa

“… The contents taught in the programming subjects have a great relevance in the formation of computing students …”
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Using Educational Data Mining to Predict Students’ Academic Performance for Applying Early Interventions von Alturki, Sarah, Alturki, Nazik

“… Aim/Purpose: One of the main objectives of higher education institutions is to provide a high-quality education to their students and reduce dropout rates …”
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Predicting Students Success in Blended Learning—Evaluating Different Interactions Inside Learning Management Systems von Buschetto Macarini, Luiz Antonio, Cechinel, Cristian, Batista Machado, Matheus Francisco, Faria Culmant Ramos, Vinicius, Munoz, Roberto

“… Algorithms and programming are some of the most challenging topics faced by students during undergraduate programs …”
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An Assessment of the Teaching-Learning Methodologies Used in the Introductory Program-ming Courses at a Brazilian University von Edna Dias Canedo, Giovanni Almeida Santos, Leticia Lopes Leite

“… The teaching-learning methodology adopted in the Introduction to Computer Science classes may be a process that makes it difficult to understand the principles of programming language …”
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JOINT for large-scale single-cell RNA-sequencing analysis via soft-clustering and parallel computing von Cui, Tao, Wang, Tingting

“… However, the high frequency of gene expression detection failures in scRNA-Seq data make it challenging to achieve reliable identification of cell-types and Differentially Expressed Genes (DEG …”
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Prediction of Students' Academic Performance in the Programming Fundamentals Course Using Long Short-Term Memory Neural Networks von Vives, Luis, Cabezas, Ivan, Vives, Juan Carlos, Reyes, Nilton German, Aquino, Janet, Condor, Jose Bautista, Altamirano, S. Francisco Segura

“… to avoid desertion and failure. One of the biggest challenges to predicting student performance is presented in the course "Programming Fundamentals" of Computer Science, Software Engineering, and Information Systems Engineering …”
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Recent Studies About Teaching Algorithms (CS1) and Data Structures (CS2) for Computer Science Students von Silva, Davi Bernardo, Aguiar, Rafael de Lima, Dvconlo, Diogo Steinke, Silla, Carlos N.

“… However, teaching programming is a challenging task, with frequently high dropout and failure rates …”
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Use of active methodologies for the development of a teaching plan for the algorithms subject von Da Silva Garcia, Fabricio Wickey, Da Costa Carvalho, Elielton, Bezerra Oliveira, Sandro Ronaldo

“… This Research to Practice Full Paper presents that the contents seen in introductory programming subjects, such as that of algorithms or equivalent subjects, provide a basis for further programming …”
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Work in progress - using lego mindstorms and robolab as a mean to lowering dropout and failure rate in programming course von Mota, M.I.G.

“… This course a has high drop out or failure rate since most students have difficulties in creating structured algorithms and learning a high level programming language …”
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Machine Learning-Based Classification of Programming Logic Understanding Levels by Mouse-Tracking Heatmaps von Khaesawad, Attaporn, Fukuchi, Yosuke, Yem, Vibol, Nishiuchi, Nobuyuki

“… However, such courses tend to result in substantially high failure and dropout rates. Some studies have proposed solutions such as peer learning and personalized feedback, but challenges persist …”
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Teaching computer programming: impact of Brown and Wilson's didactical principles von Belmar, Hector

“… The problem arises from the failure and dropout rates of students in computer programming in computer science careers in INACAP and the consequent interest in promoting better learning …”
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Workshop: Visual programming as a bridge to textual programming: managing an integrated Web course with automatic assessment von Brandao, Leonidas de Oliveira, Felix, Igor Moreira, Souza, Lucas Mendonca de, Brandao, Anarosa Alves Franco

“… Nevertheless, the acquisition of programming skills is not an easy task. This fact is corroborated by the literature that report alarming failure and dropout rates in CS0 …”
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An improved adaptive personalization model for instructional video-based e-learning environments von Sanal Kumar, T S, Thandeeswaran, R.

“… dropout and failure rates. To address this issue, this paper proposed a learning style-enabled novel rule-based personalized instructional video delivery model for programming education …”
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Using Association Rule Mining Algorithm to Improve the Order of Content Delivery in CS1 Course von Kaur, Rupinder, Brown, Tamaike, Walia, Gursimran, Singh, Maninder, Reddy, Mourya

“… This traditional approach of teaching a course in an unstructured way leads to high failure and dropout rate in CS1 course …”
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New Approach to Enhancing Student Performance Prediction Using Machine Learning Techniques and Clickstream Data in Virtual Learning Environments von Khoudi, Zakaria, Hafidi, Nasereddine, Nachaoui, Mourad, Lyaqini, Soufiane

“… This need is particularly urgent given the high rates of failure and dropout that threaten educational outcomes …”
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The use of learning objects for teaching computer programming von Begosso, Luiz Carlos, Begosso, Luiz Ricardo, Ribeiro, Alexandre, Martins dos Santos, Rafaela, Begosso, Raissa Helena

“… Teaching algorithms and programming concepts for first year students has always been a great challenge for universities, new Computer Science students usually have difficulties in understanding …”
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A Hybrid Approach Using Decision Tree and Multiple Linear Regression for Predicting Students’ Performance Based on Learning Progress and Behavior von Dang, Tran Khanh, Nguyen, Huu Huong Xuan

“… Analyzing factors related to learning progress such as coursework scores, how many times students were occasion, plagiarism or failure, and time spent at the library helps to determine factors …”
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Profile-oriented algorithms teaching: A proposed methodology von Moreira, Fernando, Ferreira, Maria Joao

“… As a result of the difficulty in obtaining these competences, there are high failure and dropout rates in courses of related to this field of study …”
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