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Automation of Systematic Literature Reviews: A Systematic Literature Review

Raymon van Dinter, Bedir Tekinerdogan, Cagatay Catal
2021 Information and Software Technology  
Article 25fa states that the author of a short scientific work funded either wholly or partially by Dutch public funds is entitled to make that work publicly available for no consideration following a  ...  Research outputs are distributed six months after their first online publication in the original published version and with proper attribution to the source of the original publication.  ...  [18] is the only systematic literature review on the automation of systematic literature reviews with a focus on all systematic literature review steps and Text Mining.  ... 
doi:10.1016/j.infsof.2021.106589 fatcat:zngguzmlyzadvm5lxrrdisqksu

Analysing app reviews for software engineering: a systematic literature review

Jacek Dąbrowski, Emmanuel Letier, Anna Perini, Angelo Susi
2022 Empirical Software Engineering  
This survey classifies app review analysis not only in terms of mined information and applied data mining techniques but also, and most importantly, in terms of supported software engineering activities  ...  Over the last ten years, a vast amount of research has been produced to study what useful information might be found in app reviews, and how to mine and organise such information as efficiently as possible  ...  Tavakoli et al. (2018) surveyed the literature in the context of techniques and tools for mining app reviews.  ... 
doi:10.1007/s10664-021-10065-7 fatcat:6ydmzxt3xnd25mn3fq3tln4udy

Geotourism: A Systematic Literature Review

Rannveig Ólafsdóttir, Edita Tverijonaite
2018 Geosciences  
This rapidly growing popularity and the growing body of research on geotourism create the need for a comprehensive review of existing literature on the subject.  ...  The present study aims to systematically review scientific literature on geotourism published over the past two decades by identifying what knowledge has been produced on geotourism in the scientific literature  ...  Methods A systematic literature review was carried out to identify what research trends are currently evolving in geotourism studies.  ... 
doi:10.3390/geosciences8070234 fatcat:nrqgsztmijam7hfiaapo55cq24

A Systematic Literature Review on Hospitality Analytics

João Paulo Rodrigues, Maria José Sousa, Ana Brochado
2020 International Journal of Business Intelligence Research  
To answer these research questions, this article provides a literature review to systematize the research made in business analytics information systems in the hospitality industry.  ...  The results can help identify different research attributes and the most relevant theories developed in the past two decades related to business analytics tools.  ...  Online reviews, Artificial intelligence, Sharing economy, Customer Relationship Management, Text Analytics, Data Mining.  ... 
doi:10.4018/ijbir.20200701.oa2 fatcat:ttafo3kjrnewlog43gthaxgmqa

Arabic Sentiment Analysis: A Systematic Literature Review

Abdullatif Ghallab, Abdulqader Mohsen, Yousef Ali
2020 Applied Computational Intelligence and Soft Computing  
This paper introduces a systematic review of the existing literature relevant to ASA.  ...  The findings of the review propose a taxonomy for sentiment classification methods.  ...  Even though the preprocessing phase is a significant step in SA for text mining, it is still underestimated and not extensively covered in the literature.  ... 
doi:10.1155/2020/7403128 fatcat:ta3bm5jdx5dbhp7ko5ji2mntk4

Software ecosystems – A systematic literature review

Konstantinos Manikas, Klaus Marius Hansen
2013 Journal of Systems and Software  
We performed a systematic literature review of software ecosystem research, analyzing 90 papers on the subject taken from a gross collection of 420.  ...  ., the Google Android, Apache, and ecosystems. However, there exists no systematic overview of the research done on software ecosystems from a software engineering perspective.  ...  Acknowledgements The authors would like to thank the anonymous reviewers for their comments that greatly improved the quality of this paper.  ... 
doi:10.1016/j.jss.2012.12.026 fatcat:wsicinzln5gv5nun4a26zpb3bq

Sentiment Analysis using SVM: A Systematic Literature Review

Munir Ahmad, Shabib Aftab, Muhammad Salman, Noureen Hameed
2018 International Journal of Advanced Computer Science and Applications  
SVM is one of the widely used supervised machine learning techniques for text classification.  ...  This systematic review will serve the scholars and researchers to analyze the latest work of sentiment analysis with SVM as well as provide them a baseline for future trends and comparisons.  ...  In [10] , a systematic literature review is conducted to analyze the current state of Arabic text mining.  ... 
doi:10.14569/ijacsa.2018.090226 fatcat:j7ydnf2sjnd4jnkktrspsekelu

Personalized E-learning Model: A systematic literature review

Emanuel Jando, Meyliana, Achmad Nizar Hidayanto, Harjanto Prabowo, Harco Leslie Hendric Spits Warnars, Sasmoko
2017 2017 International Conference on Information Management and Technology (ICIMTech)  
Under these conditions, models and other techniques are needed to help personalized adaptive learning as ◅ Back to results ◅ Previous ▻ Next  ...  Such situations will affect the target of increasing competence, the growth of knowledge and the value expected for some individuals to fail.  ...  Second, the widely used tools are the learning style theory of "FSLSM" of 22%, followed by "BT" of 7%. While the third, the technique used is a combination of text mining, data mining and ontology.  ... 
doi:10.1109/icimtech.2017.8273544 fatcat:bazdoudgurdn3buji2mbku7ql4

Introductory programming: a systematic literature review

Andrew Luxton-Reilly, Judy Sheard, Claudia Szabo, Simon, Ibrahim Albluwi, Brett A. Becker, Michail Giannakos, Amruth N. Kumar, Linda Ott, James Paterson, Michael James Scott
2018 Proceedings Companion of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education - ITiCSE 2018 Companion  
This paper is the report of an ITiCSE working group that conducted a systematic review in order to gain an overview of the introductory programming literature.  ...  As computing becomes a mainstream discipline embedded in the school curriculum and acts as an enabler for an increasing range of academic disciplines in higher education, the literature on introductory  ...  ACKNOWLEDGMENTS We are greatly appreciative of the guidance and advice offered by the anonymous reviewers of this report, and by the ITiCSE working group chairs.  ... 
doi:10.1145/3293881.3295779 dblp:conf/iticse/Luxton-ReillySA18a fatcat:osh3y7fcunf2hcx7kdahxwgmvm

Computational Intelligence in Sports: A Systematic Literature Review

Robson P. Bonidia, Luiz A. L. Rodrigues, Anderson P. Avila-Santos, Danilo S. Sanches, Jacques D. Brancher
2018 Advances in Human-Computer Interaction  
Therefore, this article presents a systematic review of sports data mining. Regarding years 2010 to 2018, 31 types of research were found in this topic.  ...  Data mining techniques have attracted the attention of the information industry and society as a whole, due to a large amount of data and the imminent need to turn it into useful knowledge.  ...  001, for their financial support.  ... 
doi:10.1155/2018/3426178 fatcat:zoyvaskpknhahkdg4hqgb4zl6y

Towards a Semi-Automated Approach for Systematic Literature Reviews

Tim Denzler, Martin Robert Enders, Patricia Akello
2021 Americas Conference on Information Systems  
Therefore, we developed a flexible and modifiable artifact that aims to support systematic literature review processes from a holistic point of view.  ...  Given the growing output of scientific literature, researchers are faced with a daunting challenge when it comes to performing systematic literature reviews.  ...  In this catalog, 77 tools are listed in the area of text analytics, machine learning, and data mining; 23 tools are identified as holistic support for the entire literature review process.  ... 
dblp:conf/amcis/DenzlerEA21 fatcat:xinetvd4hjhk5pidll4fratxei

A systematic literature review of software vulnerability detection

2022 European journal of computer science and information technology  
This study provided a systematic literature review of software vulnerability detection (SVD) by searching ACM and IEEE databases for related literatures.  ...  Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) flowchart, a total of 55 studies published in the selected journals and conference proceeding of IEEE and ACM from  ...  METHODOLOGY Search strategy For this systematic search, we developed a search strategy to identify relevant literature and this was tailored to two databases: IEEE and ACM and also a manual search in  ... 
doi:10.37745/ejcsit/vol10.no1.pp23-37 fatcat:acnfjmfturfotebqftksvmxuqm

Automatic Code Summarization: A Systematic Literature Review [article]

Yuxiang Zhu, Minxue Pan
2019 arXiv   pre-print
Method: In this paper, we performed a systematic literature review over the automatic source code summarization field.  ...  Conclusions: Our systematic review provides an overview of the state of the art, and we also discuss further research directions.  ...  Research Methodology Our systematic literature review was conducted following the guidelines of Kitchenham(2007) [2] , which structures the activities included in a systematic literature review into  ... 
arXiv:1909.04352v2 fatcat:xdxfdihcdfhbfnnilc2ofif4le

Interoperability assessment: A systematic literature review

Gabriel da Silva Serapião Leal, Wided Guédria, Hervé Panetto
2019 Computers in industry (Print)  
However, the majority of these reviews are focusing on specific properties rather than a general view of an INAS. Therefore, this paper proposes a systematic literature review of INAS approaches.  ...  Many surveys and reviews have been proposed in the literature to analyse the existing INAS approaches.  ...  We have compared INAS approaches based on a systematic literature review.  ... 
doi:10.1016/j.compind.2019.01.002 fatcat:dxqdegounzbtddodi4fknpxp4i

Blockchains: a Systematic Multivocal Literature Review [article]

Bert-Jan Butijn, Damian A. Tamburri, Willem-Jan Van Den Heuvel
2019 arXiv   pre-print
., featuring both white and grey literature alike) literature review, to (1) define blockchain technology (2) elaborate on its architecture options and (3) trade-offs, as well as understanding (4) the  ...  The goal of this article is to develop a coherent overview of the state of the art in blockchain technology, using a systematic(i.e.  ...  ACKNOWLEDGMENTS We would like to thank Omkar Khair for his assistance during this research and his valuable practitioners' perspective on BCT.  ... 
arXiv:1911.11770v1 fatcat:id3mvregirdx7ay27mahicek2i
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