A Novel Approach to Automated Behavioral Diagram Assessment using Label Similarity and Subgraph Edit Distance

Fauzan, Reza; Siahaan, Daniel; Rochimah, Siti; Triandini, Evi

doi:10.7494/csci.2021.22.2.3868

Cited by 5 publications

(2 citation statements)

References 28 publications

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“…The Kappa coefficient, a statistical metric, and Intraclass Correlation Coefficients (ICC) were employed to determine inter-rater agreement among the researchers. The ICC value was determined to be 0.659, indicating strong or considerable agreement [17,18] . Independent quality assessments were undertaken for the studies, and disputes were addressed through discussion.…”

Section: Quality Assessmentmentioning

confidence: 99%

A Systematic Literature Review on Progressive Web Application Practice and Challenges

Fauzan¹,

Krisnahati

Nurwibowo

et al. 2022

JTS

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This research aims to establish a knowledge of Progressive Web Application (PWA) method practices based on published empirical investigation, the problems that the PWA method may face, and the PWA method's approach to experimental studies. We also looked for PWA practices that might address the issues with the prior method.We performed a broad, automated search to find SLRs and 43 papers published from 1 January 2015 to 6 November 2021 that discuss PWA. Specific inclusion and exclusion criteria were applied to determine which relevant studies we used for our research purposes. The review identified 31 practices of PWA, Six challenges of the previous approach of mobile application development that get resolved by PWA, and seven challenges posed by the practice of PWA. PWA was introduced in 2015, and since 2017 the studies on PWA topics have started increasing. The distribution of studies based on nations is spread evenly. 74% of selected studies are about the practice of the PWA. Although it cannot be generalized that the PWA approach handles the challenge of the previous method, some studies reported that PWA covers the problems of the previous methods. However, despite its benefits, PWA still has some challenges, mostly related to browser support.

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Section: Quality Assessmentmentioning

confidence: 99%

A Systematic Literature Review on Progressive Web Application Practice and Challenges

Fauzan¹,

Krisnahati

Nurwibowo

et al. 2022

JTS

Self Cite

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“…NLP [34] can be used to compare the meaning of each statechart diagram component. We performed a basic NLP on our process based on some previously conducted studies [35]- [40]. Besides, the NLP process applied is tokenization, point of sale (POS) tagging, stopwords removal, lemmatization, and cosine similarity.…”

Section: Semantic Similarity Assessmentmentioning

confidence: 99%

An Automated Statechart Diagram Assessment using Semantic and Structural Similarities

Fauzan¹,

Siahaan²,

Rochimah³

et al. 2021

International Journal on Advanced Science, Engineering and Information Technology

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The statechart diagram is a behavior diagram in the unified modeling language (UML) diagram. Numerous state chart diagrams are taught in computer science majors. In teaching and learning activities, the assessment process is essential. A teacher is required to be objective in assessing. However, objectivity can be affected by inconsistency and fatigue. Thus, an automatic assessment is very important. Automatic assessments can help teachers save time while assessing answers given by multiple students. By combining semantic and structural similarities, we propose a method to evaluate statechart diagrams automatically. Semantic comparison is conducted based on the lexical information from the states and transitions between the two diagrams. We then use a combination of cosine similarity, Wu palmer, and WordNet to assess the semantic similarity between the two diagrams. The structural assessment is conducted on the basis of the structure of the two diagrams using the greedy graph edit distance. The diagram structure is obtained by translating the diagram into several graphs. The graph is divided into two types of subgraphs, namely intraSim subgraph and interSim subgraph. Further, our results demonstrate that the proposed method agrees well with the state chart diagram assessed by the teacher. The agreement value between the teacher and our proposed method is an almost perfect agreement. In the assessment process, we observe that teachers see the structure of the statechart diagram instead of the lexical of the statechart diagram.

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Example query on ontology-labels knowledge graph based on filter-refine strategy

Ding

et al. 2022

World Wide Web

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A Novel Approach to Automated Behavioral Diagram Assessment using Label Similarity and Subgraph Edit Distance

Cited by 5 publications

References 28 publications

A Systematic Literature Review on Progressive Web Application Practice and Challenges

A Systematic Literature Review on Progressive Web Application Practice and Challenges

An Automated Statechart Diagram Assessment using Semantic and Structural Similarities

Example query on ontology-labels knowledge graph based on filter-refine strategy

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