Automation of systematic literature reviews: A systematic literature review

نویسندگان

چکیده

Systematic Literature Review (SLR) studies aim to identify relevant primary papers, extract the required data, analyze, and synthesize results gain further broader insight into investigated domain. Multiple SLR have been conducted in several domains, such as software engineering, medicine, pharmacy. Conducting an is a time-consuming, laborious, costly effort. As such, researchers developed different techniques automate process. However, systematic overview of current state-of-the-art automation seems be lacking. This study aims collect that focus on pave way for research. A literature review published studies, which 41 analyzed. identifies objectives application automated steps SLR, techniques, challenges solution directions. According our study, leading step Selection Primary Studies. Although many provided approaches reviews, no has found apply planning reporting phase. Further research needed support other activities

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Systematic literature reviews in software engineering - A systematic literature review

Background: In 2004 the concept of evidence-based software engineering (EBSE) was introduced at the ICSE04 conference. Aims: This study assesses the impact of systematic literature reviews (SLRs) which are the recommended EBSE method for aggregating evidence. Method: We used the standard systematic literature review method employing a manual search of 10 journals and 4 conference proceedings. R...

متن کامل

Ethical Issues in Technological Disaster: A Systematic Review of Literature

Ethical issues in Technological disaster: A systematic review of literature Introduction: Industrialization could bring risk of Technological Disaster (TD) such as happened in Chernobyl, Bhopal and Fukushima crisis. little has been discussed about its related ethical issues. In this study, we aimed to investigate ethical issues have been stated for technological disasters. Material and Methods:...

متن کامل

Information Avoidance in the mirror of literature: A systematic review

Purpose and background: One usually think of information as means to an end.  Despite the excessive worth of information - contrary to manchr('39')s inherent need for awareness - some avoid information, favoring ignorance over knowledge. The purpose of this study is to elucidate the concept of information evasion, consequences and factors influencing it. Methodology: The study was a systematic ...

متن کامل

Systematic literature reviews.

Nancy K. Lowe, Editor Reviews of the literature play an important role in the advancement of nursing and biomedical science by combining the results of systematically chosen studies to come to conclusions about a body of research. The research literature on most topics pertinent to the care of women, infants, and their families is broad and interdisciplinary in origin and focus. The evolution o...

متن کامل

Systematic literature review of fuzzy logic based text summarization

Information Overloadrq  is not a new term but with the massive development in technology which enables anytime, anywhere, easy and unlimited access; participation & publishing of information has consequently escalated its impact. Assisting userslq    informational searches with reduced reading surfing time by extracting and evaluating accurate, authentic & relevant information are the primary c...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Information & Software Technology

سال: 2021

ISSN: ['0950-5849', '1873-6025']

DOI: https://doi.org/10.1016/j.infsof.2021.106589