Improving integrated development environment commands knowledge with recommender systems

Gašparić, Marko; Gurbanov, Tural; Ricci, Francesco

doi:10.1145/3183377.3183386

Cited by 5 publications

(13 citation statements)

References 21 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…We used CoRe ICRS [16] in the study reported in this paper, which is focused on global suggestions. Even though we have not tested an opportunistic system that would genuinely adapt recommendations to a specific context, the right timing for recommendations must be determined and from our results it seems clear that recommendation recipients prefer to interact with the system when they are not working.…”

Section: Problem Statementmentioning

confidence: 99%

“…ICRS research community has designed, implemented, and tested several algorithms (see [7]- [12]), graphical user interfaces (GUIs) (see [13]- [15]), and even complete systems for recommending IDE commands in different settings (see [14]- [16]). However, these RSs have not been integrated in popular IDEs, yet; arguably because the accuracy and acceptance of the recommendations are still too low to enable practical usage.…”

Section: Introductionmentioning

confidence: 99%

“…We note that some of the results of this study were already published at the International Conference on Software Engineering (ICSE), which is the premier software engineering conference. They are presented in [16], which is focused on IDE command knowledge improvement. Hence, there is a partial overlap between [16] and this paper, related to RQ1.…”

Section: Introductionmentioning

confidence: 99%

“…They are presented in [16], which is focused on IDE command knowledge improvement. Hence, there is a partial overlap between [16] and this paper, related to RQ1. We include here a summary of relevant results shown in [16] because we believe that RQ1 is crucial for understanding the context in which the other four questions were answered.…”

Section: Introductionmentioning

confidence: 99%

See 3 more Smart Citations

IDE Interaction Support With Command Recommender Systems

Gašparić

Ricci

2020

IEEE Access

Self Cite

View full text Add to dashboard Cite

Software developers' knowledge of integrated development environment (IDE) directly impacts on their productivity. IDE command recommender systems aim at identifying and convincingly presenting to software developers functionality that can help them to accomplish their daily tasks, without overloading them with well known or useless information. Command recommendation requires the estimation of both the utility of commands and the acceptance of the user for new command recommendations. In this paper, we focus on how and when such recommendations should be presented. We performed a long-term user study and our results show that IDE command recommendation must be presented with adequate descriptions of the commands and good usage examples. It seems that a higher frequency of recommendation notifications could be useful, but it should not be too intrusive, especially while developers are focusing on more demanding tasks. To improve recommendation acceptance rate, researchers should also focus on context-aware algorithms and tailor command recommendation timing.

show abstract

Section: Problem Statementmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

IDE Interaction Support With Command Recommender Systems

Gašparić

Ricci

2020

IEEE Access

Self Cite

View full text Add to dashboard Cite

show abstract

“…Some more specific problems from other areas of science can also be modeled with graphs [10], [11], [12]. Therefore, developing software products for visualizing graph structures [13] and analysis of actions with them is an important issue [14], [15]. The options for describing graph structures with block-based programming languages [16] and domain-specific languages [17] are also interesting aspects of the development of research in this field.…”

Section: Introductionmentioning

confidence: 99%

Visual Analysis of Actions Performed with Big Graphs

Kralev*,

Kraleva

2019

IJITEE

View full text Add to dashboard Cite

The basic concepts of using application development environments are presented in this paper. The way of using the GraphAnalyser application and its basic functions is also presented. All results of the experiments conducted are generated with this application. According to the experimental methodology, they fall into two groups: the first one includes actions related to the vertices of a graph, and the second one includes actions related to the edges and the dynamic allocation of memory to store the structure of a graph. The results show that when the number of vertices in a graph increases linearly, the time to add and remove these vertices also increases linearly. When the number of graph vertices increases linearly, the number of added vertices per millisecond remains relatively constant. However, the number of vertices removed for one millisecond for graphs containing between 10 and 70 million vertices varies. Similarly, when the number of graph edges increases linearly, the number of added edges per millisecond remains relatively constant. The summarized results of the two experiments show that the actions associated with adding, removing, and calculating the edge lengths are performed much more slowly than adding and removing the vertices.

show abstract

Modern Integrated Development Environment (IDEs)

Alizadehsani

Gomez

Ghaemi

et al. 2022

Lecture Notes in Networks and Systems

View full text Add to dashboard Cite

The series "Lecture Notes in Networks and Systems" publishes the latest developments in Networks and Systems-quickly, informally and with high quality. Original research reported in proceedings and post-proceedings represents the core of LNNS.Volumes published in LNNS embrace all aspects and subfields of, as well as new challenges in, Networks and Systems.The series contains proceedings and edited volumes in systems and networks, spanning the areas of Cyber-

show abstract

Improving integrated development environment commands knowledge with recommender systems

Cited by 5 publications

References 21 publications

IDE Interaction Support With Command Recommender Systems

IDE Interaction Support With Command Recommender Systems

Visual Analysis of Actions Performed with Big Graphs

Modern Integrated Development Environment (IDEs)

Contact Info

Product

Resources

About