Library Guides: Computer Science: Literature review
A multidisciplinary abstract and citation database of peer reviewed literature, book reviews and conference proceedings. Web of Science. A collection of citation databases and citation analysis tools covering the sciences, social sciences, arts and humanities. IEEE Xplore digital library. Provides full-text access to IEEE and IEE transactions ...
How-to conduct a systematic literature review: A quick guide for
A systematic literature review is a method which sets out a series of steps to methodically organize the review. In this paper, we present a guide designed for researchers and in particular early-stage researchers in the computer-science field. The contribution of the article is the following: •
Systematic Literature Review in Computer Science
This work aims to provide a practical guide to assist students of Computer Science. courses and related fields to conduct a systematic literature review. The steps proposed. in this paper to ...
PDF How to do a Structured Literature Review in computer science
If a systematic literature review is conducted thoroughly it ful ls the advantages described above and thereby gains scienti c value. This documents attempts to give a short introduction to how to conduct a structured literature review within computer science. The examples used are taken from [3]. 2 Structure of a systematic literature review
How to Write a Good Literature Review?
the initial steps we take to prepare for the review. carrying out the work. writing and revising the review. Let's now get familiar with the preparatory steps: 3.1. Identifying the Search topic (s) This may appear obvious at first glance, but there's no literature review without clearly defining what we want to cover.
How-to conduct a systematic literature review: A quick guide for
The contribution of the article is the following: Clearly define strategies to follow for a Systematic literature review in computer science research An algorithmic way to tackle a Systematic ...
Literature Reviews
Literature Reviews. "Literature review," "systematic literature review," "integrative literature review" -- these are terms used in different disciplines for basically the same thing -- a rigorous examination of the scholarly literature about a topic (at different levels of rigor, and with some different emphases). 1.
How to do a Structured Literature Review in computer science
1) and that a review has been commissioned (step 2). This description will cover steps 3 and. 4 in the planning phase; as step 5 has been included in step 4. 2. Step 3: Specifying the research ...
Computer Science Review
Computer Science Review publishes research surveys and expository overviews of open problems in computer science. All articles are aimed at a general computer science audience seeking a full and expert overview of the latest developments across computer science research. Articles from other fields …. View full aims & scope.
Computational Literature Reviews: Method, Algorithms, and Roadmap
One promising path to overcome the limitations of traditional, manual literature reviews is to incorporate computational methods. This avenue has the potential to combine the respective strengths of human researchers' insights and judgment with computers' speed and efficiency when synthesizing large bodies of text (Paré et al., 2016).To understand the benefits of this approach, consider ...
How to write a superb literature review
The best proposals are timely and clearly explain why readers should pay attention to the proposed topic. It is not enough for a review to be a summary of the latest growth in the literature: the ...
Guidance on Conducting a Systematic Literature Review
Literature reviews establish the foundation of academic inquires. However, in the planning field, we lack rigorous systematic reviews. In this article, through a systematic search on the methodology of literature review, we categorize a typology of literature reviews, discuss steps in conducting a systematic literature review, and provide suggestions on how to enhance rigor in literature ...
DOC Writing a Literature Review
The literature review, by pointing out the current issues and questions about a topic, is a crucial part of demonstrating how your proposed research will contribute to the field, and hopefully convince your thesis committee to allow you to pursue the topic of your interest or a grant funding agency to pay for your research efforts.
Literature Review
Introduction. This page focuses on how to do an in-depth literature review for a dissertation, thesis, grant application or lengthy term paper in electrical engineering. For a more general description of what an in-depth literature review is and how it looks, see our guide on "Literature Reviews and Annotated Bibliographies" created by Ed ...
Systematic Literature Review in Computer Science
This systematic review provides an in-depth analysis of the computational techniques used in the LBD process using a novel, up-to-date, and detailed classification and discusses the prevailing research deficiencies in the discipline by highlighting the challenges and opportunities of future LBD research. Expand. 26. 2 Excerpts.
PDF Undertaking systematic reviews
A systematic literature review is a means of evaluating and interpreting all available research relevant to a particular research question, topic area, or phenomenon of interest. Systematic reviews aim to present a fair evaluation of a research topic by using a trustworthy, rigorous, and auditable methodology.
Supporting systematic literature reviews in computer science
Surprisingly, especially in computer science, this activity is typically performed manually. Whilst in other disciplines fully automated analysis approaches exist, the lack of a reasonably complete, queryable and free-to-use literature catalog for computer science requires computer scientists to manually retrieve, merge and analyze literature ...
How-to conduct a systematic literature review: A quick guide for
A systematic literature review is a method which sets out a series of steps to methodically organize the review. In this paper, we present a guide designed for researchers and in particular early-stage researchers in the computer-science field. The contribution of the article is the following:•Clearly defined strategies to follow for a ...
Computer Science Unplugged: A Systematic Literature Review
The computer science (CS) unplugged approach intends to teach CS concepts and computational thinking skills without employing any digital tools. The current study conducted a systematic literature review to analyze research studies that conducted investigations related to implementations of CS unplugged activities.
PDF A Review of the Computer Science Literature Relating to Digital
literature review is located in appendix A. 3 Main ndings When searching for studies with a focus on digital nancial services, our overall impression is that the existing computer science literature is fairly sparse. Computing for development conferences, such as ICTD and Dev, certainly include nancial studies on occasion, but even
How-to conduct a systematic literature review: A quick guide for
A systematic literature review is a method which sets out a series of steps to methodically organize the review. In this paper, we present a guide designed for researchers and in particular early-stage researchers in the computer-science field. The contribution of the article is the following: •
Servitization in Digital Age: : A Systematic Literature Review
A systematic literature review was conducted to uncover successful practices and approaches in implementing servitization in the current technological setting. This systematic review provides a comprehensive understanding of recent research on servitization, business models, big data analytics, and pricing strategies. ... Procedia Computer ...
533984 PDFs
Explore the latest full-text research PDFs, articles, conference papers, preprints and more on COMPUTER SCIENCE. Find methods information, sources, references or conduct a literature review on ...
[2408.14491] Multimodal Methods for Analyzing Learning and Training
Computer Science > Machine Learning. arXiv:2408.14491 (cs) ... a comprehensive literature review on the methods informing multimodal learning and training environments has not been conducted. This literature review provides an in-depth analysis of research methods in these environments, proposing a taxonomy and framework that encapsulates ...
Computer Science Unplugged: A Systematic Literature Review
The computer science (CS) unplugged approach intends to teach CS concepts and computational thinking skills without employing any digital tools. The current study conducted a systematic literature review to analyze research studies that conducted investigations related to implementations of CS unplugged activities.
Artificial Intelligence for Literature Reviews: Opportunities and
The Intelligent Systems and Data Science team carries out research in a variety of areas relevant to the development of user-centric, intelligent, data-intensive solutions, including Data Science, Semantic Web Technologies, Visual Analytics, Robotics, Large-Scale Data Infrastructures, Internet of Things, Machine Learning, Human-Computer Interaction and others.
IMAGES
VIDEO
COMMENTS
A multidisciplinary abstract and citation database of peer reviewed literature, book reviews and conference proceedings. Web of Science. A collection of citation databases and citation analysis tools covering the sciences, social sciences, arts and humanities. IEEE Xplore digital library. Provides full-text access to IEEE and IEE transactions ...
A systematic literature review is a method which sets out a series of steps to methodically organize the review. In this paper, we present a guide designed for researchers and in particular early-stage researchers in the computer-science field. The contribution of the article is the following: •
This work aims to provide a practical guide to assist students of Computer Science. courses and related fields to conduct a systematic literature review. The steps proposed. in this paper to ...
If a systematic literature review is conducted thoroughly it ful ls the advantages described above and thereby gains scienti c value. This documents attempts to give a short introduction to how to conduct a structured literature review within computer science. The examples used are taken from [3]. 2 Structure of a systematic literature review
the initial steps we take to prepare for the review. carrying out the work. writing and revising the review. Let's now get familiar with the preparatory steps: 3.1. Identifying the Search topic (s) This may appear obvious at first glance, but there's no literature review without clearly defining what we want to cover.
The contribution of the article is the following: Clearly define strategies to follow for a Systematic literature review in computer science research An algorithmic way to tackle a Systematic ...
Literature Reviews. "Literature review," "systematic literature review," "integrative literature review" -- these are terms used in different disciplines for basically the same thing -- a rigorous examination of the scholarly literature about a topic (at different levels of rigor, and with some different emphases). 1.
1) and that a review has been commissioned (step 2). This description will cover steps 3 and. 4 in the planning phase; as step 5 has been included in step 4. 2. Step 3: Specifying the research ...
Computer Science Review publishes research surveys and expository overviews of open problems in computer science. All articles are aimed at a general computer science audience seeking a full and expert overview of the latest developments across computer science research. Articles from other fields …. View full aims & scope.
One promising path to overcome the limitations of traditional, manual literature reviews is to incorporate computational methods. This avenue has the potential to combine the respective strengths of human researchers' insights and judgment with computers' speed and efficiency when synthesizing large bodies of text (Paré et al., 2016).To understand the benefits of this approach, consider ...
The best proposals are timely and clearly explain why readers should pay attention to the proposed topic. It is not enough for a review to be a summary of the latest growth in the literature: the ...
Literature reviews establish the foundation of academic inquires. However, in the planning field, we lack rigorous systematic reviews. In this article, through a systematic search on the methodology of literature review, we categorize a typology of literature reviews, discuss steps in conducting a systematic literature review, and provide suggestions on how to enhance rigor in literature ...
The literature review, by pointing out the current issues and questions about a topic, is a crucial part of demonstrating how your proposed research will contribute to the field, and hopefully convince your thesis committee to allow you to pursue the topic of your interest or a grant funding agency to pay for your research efforts.
Introduction. This page focuses on how to do an in-depth literature review for a dissertation, thesis, grant application or lengthy term paper in electrical engineering. For a more general description of what an in-depth literature review is and how it looks, see our guide on "Literature Reviews and Annotated Bibliographies" created by Ed ...
This systematic review provides an in-depth analysis of the computational techniques used in the LBD process using a novel, up-to-date, and detailed classification and discusses the prevailing research deficiencies in the discipline by highlighting the challenges and opportunities of future LBD research. Expand. 26. 2 Excerpts.
A systematic literature review is a means of evaluating and interpreting all available research relevant to a particular research question, topic area, or phenomenon of interest. Systematic reviews aim to present a fair evaluation of a research topic by using a trustworthy, rigorous, and auditable methodology.
Surprisingly, especially in computer science, this activity is typically performed manually. Whilst in other disciplines fully automated analysis approaches exist, the lack of a reasonably complete, queryable and free-to-use literature catalog for computer science requires computer scientists to manually retrieve, merge and analyze literature ...
A systematic literature review is a method which sets out a series of steps to methodically organize the review. In this paper, we present a guide designed for researchers and in particular early-stage researchers in the computer-science field. The contribution of the article is the following:•Clearly defined strategies to follow for a ...
The computer science (CS) unplugged approach intends to teach CS concepts and computational thinking skills without employing any digital tools. The current study conducted a systematic literature review to analyze research studies that conducted investigations related to implementations of CS unplugged activities.
literature review is located in appendix A. 3 Main ndings When searching for studies with a focus on digital nancial services, our overall impression is that the existing computer science literature is fairly sparse. Computing for development conferences, such as ICTD and Dev, certainly include nancial studies on occasion, but even
A systematic literature review is a method which sets out a series of steps to methodically organize the review. In this paper, we present a guide designed for researchers and in particular early-stage researchers in the computer-science field. The contribution of the article is the following: •
A systematic literature review was conducted to uncover successful practices and approaches in implementing servitization in the current technological setting. This systematic review provides a comprehensive understanding of recent research on servitization, business models, big data analytics, and pricing strategies. ... Procedia Computer ...
Explore the latest full-text research PDFs, articles, conference papers, preprints and more on COMPUTER SCIENCE. Find methods information, sources, references or conduct a literature review on ...
Computer Science > Machine Learning. arXiv:2408.14491 (cs) ... a comprehensive literature review on the methods informing multimodal learning and training environments has not been conducted. This literature review provides an in-depth analysis of research methods in these environments, proposing a taxonomy and framework that encapsulates ...
The computer science (CS) unplugged approach intends to teach CS concepts and computational thinking skills without employing any digital tools. The current study conducted a systematic literature review to analyze research studies that conducted investigations related to implementations of CS unplugged activities.
The Intelligent Systems and Data Science team carries out research in a variety of areas relevant to the development of user-centric, intelligent, data-intensive solutions, including Data Science, Semantic Web Technologies, Visual Analytics, Robotics, Large-Scale Data Infrastructures, Internet of Things, Machine Learning, Human-Computer Interaction and others.