In the development of artificial intelligence, the use of object grabbing is the direction of future development, and the grabbing method based on data processing and computer vision mode is the focus of research. the...
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programming protocol-independent packet processors (P4) is currently the most widespread data plane programming language. It allows programmer to specify how data plane process packets with basic match-action operatio...
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Lecturers of introductory programming courses are often faced withthe challenge of supervising a large number of students. Reviewing a large number of programming exercises is time-consuming, and an automated overvie...
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ISBN:
(纸本)9783031504846;9783031504853
Lecturers of introductory programming courses are often faced withthe challenge of supervising a large number of students. Reviewing a large number of programming exercises is time-consuming, and an automated overview of the available solution approaches would be helpful. In this paper, we focus on source code similarity at the level of students' selected solution approaches. We propose a method to compare Java classes using variable usage paths (VUPs) extracted from modified abstract syntax trees (ASTs). the proposed approach involves matching semantically equivalent functions and attributes between classes by comparing their VUPs. We define a F-1-based similarity measure on how well one student submission matches another. We evaluate our approach using students' submissions from an introductory programming exercise and the results indicate the effectiveness of our method in identifying different solution approaches. the proposed approach outperforms simplified comparisons and the widely used plagiarism detection tool JPlag in accurately grouping submissions by solution approach similarity.
this paper solve the optimal cost problem of production planning model, construct a model based on linear programming and multi-objective planning, target the optimal cost in a one-week inspection interval, implement ...
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this paper introduces the method of computer aided interactive pattern design and pattern editing. A pattern mapping method based on the parameters related to surface arc length is among of the issue and needs a new p...
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the problem of dynamical behavior and synchronization is investigated for the earth's magnetic field system in this paper. By construct a family of generalized radically infinite and positive definite Lyapunov fun...
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computer Science studies is among the primary fields usually dominated by male audiences. But can the empirical data explain this preference or are other types of factors responsible for its perpetuation? this study a...
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ISBN:
(纸本)9783031533815;9783031533822
computer Science studies is among the primary fields usually dominated by male audiences. But can the empirical data explain this preference or are other types of factors responsible for its perpetuation? this study aims to contribute by examining the student performance in a per gender manner from an introductory Data Structures course taught in the second semester of a university's undergraduate program. the years whose data was used are 2021 and 2022. Visualization and statistical analysis tests are applied on the programming errors and grades per student as an attempt to monitor said performance per gender throughout the semester and determine if any differences arise. Association rule mining is also used in order to uncover the role of the students' different attributes in shaping their course pass status. the findings suggest that the student's gender does not considerably affect their performance, while the two genders' results rarely were statistically different. Moreover, in all the cases where differences emerge, women are the gender withthe higher academic performance.
Due to their robustness, large language models (LLMs) are being utilized in many fields of study, including programming and education. Notably, they can be used by programmers by interfacing withtheir IDEs to assist ...
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the proceedings contain 13 papers. the topics discussed include: initial view of the perception of STEM disciplines among students at school;start coding in every human language?;method for automated evaluation of tes...
the proceedings contain 13 papers. the topics discussed include: initial view of the perception of STEM disciplines among students at school;start coding in every human language?;method for automated evaluation of test tasks correspondence to semantic structure of STEM-disciplines educational materials using NLP;mining compilation data to better prepare and assign K-12 coding mentors;the role of visualization and analysis of biological data in STEM education using graph structures;experience in developing the educational program ‘3D Print Lab. Modeling Workshop’ for the development of adults’ STEAM skills;STEAM+H: a model for integrating humanities and sustainable development in the STEAM educational paradigm;and teaching programming for future information technology specialists based on end to-end design of computer games.
We propose a scheme for solving mixed-integer programming problems in which the optimization problem is translated to a ground-state preparation problem on a set of bosonic quantum field modes (qumodes). We perform nu...
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