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101 results for “program comprehension”
fMRI dataset on program comprehension and expertise
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COMPREHENSIVE LIVESTOCK HEALTH PROGRAM: TARGETED TREATMENT AND HOLISTIC INTERVENTIONS FOR MAJOR PREVALENT DISEASES IN THE LIVESTOCK FARMING COMMUNITY OF DAYNILE DISTRICT, MOGADISHU, SOMALIA.
<p>The general objective of this project was to intervene with the most common livestock diseases in Dayniile district by carrying out a comprehensive campaign for treatment and control. The specific objectives consisted of a treatment campaign, improving infrastructure for establishing disinfectant foot dips and hand washing points, providing disinfectant tools, and finalising community engagement and education by doing training at the farm level.<br>The team visited different donors and added their contribution. After collecting sufficient funds from various sources, the team began the procurement of the necessary materials. This included purchasing veterinary drugs and supplies from local pharmacies and other essentials like stationery. The first activity was treatment campaigns, which were a central aspect of the project. Over 290 animals were treated for various diseases and conditions. The farm manager was informed of the diagnoses, and upon receiving their permission, the appropriate treatments were administered. The second intervention action was a vaccination campaign. The team vaccinated a total of 70 animals against clostridial bacteria, which is one of the most common camel diseases encountered in the area. The third intervention was the establishment of biosecurity facilities at select livestock farms. Among all the farms involved in the project, five were chosen for the provision of enhanced biosecurity measures. These measures included the installation of foot dips and teat dips. The fourth activity was educating livestock farmers on strategies for controlling and preventing livestock diseases. The training was held at Beder Camel Dairy Farm and attended by approximately 10 individuals, comprising 3 females and 7 males. The content of the training was three modules: the first was general farm biosecurity, the second was operational biosecurity, and the third was concern for vaccination. Recommendation: We recommend that each farm hire livestock health specialists to easily implement disease prevention steps and promptly solve each new case.<br> We recommend the livestock association, veterinary clinics, and other institutions working on livestock do routine campaigns that facilitate the determination of prevalent diseases and the treatment of those cases</p>
Artifact for the ESEC/FSE 2019 Paper: Effects of Explicit Feature Traceability on Program Comprehension
<p>This is the artifact for our ESEC/FSE 2019 paper "Effects of Explicit Feature Traceability on Program Comprehension", providing 1) the experiment as reusable source code and 2) the anonymized results of our experiment. For more details on how to use the source code and interpret the data, please refer to the readme file.</p>
Supplementary data for: Collaborative Program Comprehension via Software Visualization in Extended Reality
<p>Supplementary videos and images for: Collaborative Program Comprehension via Software Visualization in Extended Reality</p> <p>Videos are additionally hosted on: <a href="https://www.youtube.com/channel/UCijDvGaoZqH0LiFW3DSNH1w">https://www.youtube.com/channel/UCijDvGaoZqH0LiFW3DSNH1w</a></p>
Collaborative Program Comprehension based on Augmented Reality (Evaluation Results of Master's Thesis)
<p>The dataset contains feedback generated through a survey for an augmented reality approach in the ExplorViz project.</p> <p>The dataset includes the results for a pilot study with two probands and the results for a case study with 20 probands.</p>
Program Comprehension Challenges in Software Code Review
<p>Software engineers spend more time understanding code than writing it (with up to 70% of their time being devoted to this). A key activity where developers spend a lot of time reading and understanding code is software code review. Yet, little is known on the challenges concerning program comprehension during software code review. This study provides insight into the types of comprehension challenges that occur during code reviews and their causes. We find that missing design rationale is the most common reason for comprehension challenges in software code review. Comprehension challenges occur most commonly around five topics: “program logic,” “code design,” “defensive coding,” “condition checking,” and “concurrency”. We also show that machine learning (ML) can be used to automatically detect comprehension challenges with 74.3% precision and a 66.7% recall. We discuss potential improvements to code review support tools based on our findings.</p> <p>These files contain the trained ML algorithms and all the data collected and used for this study.</p> <p> </p> <p>Data was collected in 2018 with analysis performed in 2018/2019, but completion was delayed due to impacts of COVID19.</p>
Precise timing is ubiquitous, consistent and coordinated across a comprehensive, spike-resolved flight motor program
<p>Sequences of action potentials, or spikes, carry information in the number of spikes and their timing. Spike timing codes are critical in many sensory systems, but there is now growing evidence that millisecond-scale changes in timing also carry information in motor brain regions, descending decision-making circuits, and individual motor units. Across all the many signals that control a behavior how ubiquitous, consistent, and coordinated are spike timing codes? Assessing these open questions ideally involves recording across the whole motor program with spike-level resolution. To do this, we took advantage of the relatively few motor units controlling the wings of a hawk moth, <em>Manduca sexta</em>. We simultaneously recorded nearly every action potential from all major wing muscles and the resulting forces in tethered flight. We found that timing encodes more information about turning behavior than spike count in every motor unit, even though there is sufficient variation in count alone. Flight muscles vary broadly in function as well as in the number and timing of spikes. Nonetheless, each muscle with multiple spikes consistently blends spike timing and count information in a 3:1 ratio. Coding strategies are consistent. Finally, we assess the coordination of muscles using pairwise redundancy measured through interaction information. Surprisingly, not only are all muscle pairs coordinated, but all coordination is accomplished almost exclusively through spike timing, not spike count. Spike timing codes are ubiquitous, consistent, and essential for coordination. </p>
Experimental Data for: Comparing Trace Visualizations for Program Comprehension through Controlled Experiments
<p>For efficient and effective program comprehension, it is essential to provide software engineers with appropriate visualizations of the program's execution traces. Empirical studies, such as controlled experiments, are required to assess the effectiveness and efficiency of proposed visualization techniques.</p> <p>We present controlled experiments to compare the trace visualization tools EXTRAVIS and ExplorViz in typical program comprehension tasks. We replicate the first controlled experiment with a second one targeting a differently sized software system. In addition to a thorough analysis of the strategies chosen by the participants, we report on common challenges comparing trace visualization techniques. Besides our own replication of the first experiment, we provide a package containing all our experimental data to facilitate the verifiability, reproducibility and further extensibility of our presented results.</p> <p>Although subjects spent similar time on program comprehension tasks with both tools for a small-sized system, analyzing a larger software system resulted in a significant efficiency advantage of 28 percent less time spent by using ExplorViz. Concerning the effectiveness (correct solutions for program comprehension tasks), we observed a significant improvement of correctness for both object system sizes of 39 and 61 percent with ExplorViz.</p> <p>This package contains the experimental data.</p>
Metrics of Collaboration Across Programming Paradigms and Languages: Comprehensive Dataset
<h3>[New version] : </h3> <p>Following a recent revision of our taxonomy of programming paradigms, we have observed slight changes in the data of our dataset. Consequently, to ensure accuracy and relevance, the dataset has been updated to reflect these changes. We encourage you to download the latest version to benefit from the updated data.</p> <h3>Description :</h3> <p>This dataset provides a comprehensive analysis of collaboration metrics across various programming paradigms and languages, aimed at researchers and practitioners interested in the interoperability and integration challenges within multi-language development environments. The data encapsulates both raw and cleaned metrics detailing potential collaboration avenues and interoperability between different programming paradigms, as well as between distinct programming languages, with and without redundancy.</p> <h3>Contents:</h3> <p>CollaborationMetric_Paradigms_Raw.csv - Contains the raw metrics of collaboration potential between programming paradigms based on a novel collaboration metric developed in our research. This dataset encompasses various paradigms' compatibility and integration potential, offering a wide-angle view on the landscape of programming paradigm interoperability.<br>CollaborationMetric_Paradigms_Cleaned.csv - A cleaned and refined version of the raw paradigm collaboration metrics, with redundant data removed for clarity and ease of analysis. This file is optimized for researchers seeking to delve directly into the significant findings of paradigm compatibility without the need for further data cleaning.<br>CollaborationMetric_Languages_Raw.csv - Offers raw collaboration metrics between different programming languages, providing insights into how languages may synergize or face integration challenges within multi-language projects. The data reflects an extensive analysis of language interoperability, grounded in the theoretical framework outlined in our associated research paper.<br>CollaborationMetric_Languages_Cleaned.csv - A streamlined version of the language collaboration metrics, free from redundancies, and focused on the core insights into language interoperability. This dataset is intended for immediate application in research and practical scenarios, facilitating quick identification of potential language synergies or conflicts.</p> <h3><br>Methodology:</h3> <p>The datasets were generated through a rigorous quantitative analysis, employing a collaboration metric that considers structural characteristics, kinship relationships, and fundamental computational and behavioural properties of programming paradigms and languages. Detailed methodology and theoretical underpinnings are described in our associated research paper, "[Towards a quantitative evaluation of paradigmatic collaboration: insights from Prolog and beyond]," intended for submission to the International Conference on Logic Programming (ICLP).</p>
Dataset from Program Comprehension Study comparing Smalltalk process descriptions to English process descriptions
<p>This dataset includes the materials used in the experiment (questionnaires and documents) as well as raw data and pre-processed data.</p>
Implementing a Comprehensive Prevention of Mother-to-Child Transmission of HIV Program for South African Couples
ClinicalTrials.gov study NCT02085356. IPD Sharing: YES. Countries: 1. Publications: 7.
Be a Champion! Comprehensive School Physical Activity Program
ClinicalTrials.gov study NCT02465372. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Precise timing is ubiquitous, consistent and coordinated across a comprehensive, spike-resolved flight motor program
Open the record for dataset details and reuse information.
Data from: Consistent coordination patterns provide near perfect behavior decoding in a comprehensive motor program for insect flight
Open the record for dataset details and reuse information.
Replication package: Evidence Profiles for Validity Threats in Program Comprehension Experiments
<p>Replication package for:</p> <p><em>M. Muñoz Barón, M. Wyrich, D. Graziotin, S. Wagner. ‘Evidence Profiles for Validity Threats in Program Comprehension Experiments’. In: 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE). IEEE</em></p>
A Comprehensive Approach for the Design of Solvent-based Adhesive Products using Generalized Disjunctive Programming
<p>The files contain all the product design problems implemented in GAMS for this publication.</p> <p>All models are solved in GAMS version 24.8.3 and are run on a single core of a dual 6 core Intel Xeon E5-1660 machine at<br> 3.30 GHz.</p>
The Use of Biometric Sensors in Program Comprehension Research: A Literature Review (Appendix)
<p>The appendix of "The Use of Biometric Sensors in Program Comprehension Research: A Literature Review"</p>
Developers' Visuo-spatial Mental Model and Program Comprehension
<p>Dataset for the paper entitled: "Developers' Visuo-spatial Mental Model and Program Comprehension"</p>
Comprehensive Lifestyle Improvement Program for Men With Prostate Cancer2 (CLIPP2)
ClinicalTrials.gov study NCT04228055. IPD Sharing: NO. Countries: 1. Publications: 1.
Effects of a Comprehensive Weight Management Program on Obese Adolescents and Children
ClinicalTrials.gov study NCT00409422. IPD Sharing: Not stated. Countries: 1. Publications: 1.
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Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.