scholarly journals Semantic Search to Foster Scientific Findability: A Systematic Literature Review

2021 ◽  
Vol 12 (5) ◽  
Author(s):  
Thiago Gottardi ◽  
Claudia Bauzer Medeiros ◽  
Julio Cesar Dos Reis
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Digital Libraries ◽  
Scientific Collaboration ◽  
Open Science ◽  
Semantic Search ◽  
Alphabetical Order ◽  
Scientific Papers ◽  
Online Library ◽  
Science Movement

One of the main goals of the Open Science movement is to leverage scientific collaboration through, among others, promoting the sharing and reuse of research outputs, such as publications, data and software. Sharing is enabled by public and accessible scientific repositories where these outputs are managed throughout their lifecycle. In this context, finding these digital artifacts has become a key problem. Semantic search mechanisms have risen as a means to solve this issue. However, implementing and integrating them into scientific repositories presents many challenges. This article presents a systematic literature review of research efforts on mechanisms for supporting search for scientific papers, data and processes. Our investigation is based on extracting and analyzing the entire contents of nine digital libraries using the associated search engines – in alphabetical order: ACM Digital Library, arXiV, Engineering Village, IEEE Xplore, SBC OpenLib, Springer Link, Scopus, Wiley Online Library and Web of Science. After retrieving a combined amount of 5012 documents, we identified 2054 unique papers that were used as a basis for our analysis. Our findings provide, among others, a new categorization of literature on search and discuss unexplored gaps, thereby contributing to advancing research on semantic search mechanisms to support Open Science.

scholarly journals Semantic Search on Scientific Repositories: A Systematic Literature Review

2020 ◽  
Author(s):  
Thiago Gottardi ◽  
Claudia Bauzer Medeiros ◽  
Julio Cesar Dos Reis
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Scientific Collaboration ◽  
Open Data ◽  
Open Science ◽  
Semantic Search ◽  
High Quality ◽  
High Quality Research ◽  
Scientific Papers ◽  
The Web

Open Science has been recognized as one of the most important movements for leveraging scientific collaboration, helping scientists produce high quality research through sharing and reuse. It is usually defined as a combination of three factors: open access, open data and open processes, and relies on the corresponding publication of papers, data and software in repositories that can be publicly accessed on the Web. However, finding relevant papers, data and software has become one of the associated problems. Many search mechanisms – in particular semantic search – have risen as a means to solve this issue. Nevertheless, implementing these mechanisms and integrating them into scientific repositories presents many challenges. This paper presents a systematic literature review of research efforts on mechanisms for supporting search for scientific papers, data and processes, based on extracting and analyzing the entire contents of Scopus and IEEE Xplore.

scholarly journals Clustering the mediators between the sales control systems and the sales performance using the AMO model: A narrative systematic literature review

2018 ◽  
Vol 14 (3) ◽  
pp. 387 ◽  
Author(s):  
Alejandro Benet-Zepf ◽  
Juan A. Marin-Garcia ◽  
Ines Küster
Keyword(s):  
Literature Review ◽  
Control Systems ◽  
Systematic Literature Review ◽  
Customer Orientation ◽  
Behavioral Control ◽  
Sales Performance ◽  
Sales Force ◽  
Organizational Conditions ◽  
Scientific Papers ◽  
Business Source Premier

Purpose: To identify all types of sales force control systems in the academic literature, and to cluster the mediators between these controls and the performances, according to the AMO model (abilities, motivations, and opportunities), analysing how each of these three groups of mediators are influenced by control systems, and how they impact on the sales performance, using a systematic literature review]Design/methodology/approach: Scientific papers published during the last 32 years, using as databases: Business Source Premier (EBSCO), Science Direct, Scopus, Web of Science, and Google Scholar. Business, Management and Social Sciences were taken as selection fields. False positives identification, exclusions after reading the abstracts, and after reading the whole article, was performed by the authors by consensus. 114 articles of the initial selection of non-repeated references, together with 28 additional citations integrated the final selection.Findings: A new framework based on a grouping of mediators between the control systems and the performances, into abilities, motivations and capabilities is proposed. Originality/value: As academic result, the review highlights that all three groups from the AMO model evidence positive impacts on sales performance when a behavioral control system (mostly from the capability part) is in use, by enhancing salesperson’s skills, motivation, and organizational conditions and support, fostering as a result, a salesperson relational approach and a customer orientation, which generate the best outcomes in the long term. These findings suggest as a managerial contribution, that coaching and leading -rather than commanding- to be a more appropriate control attitude, especially when the salesperson is younger or unexperienced.

scholarly journals INNOVATION AT AIRPORTS: A SYSTEMATIC LITERATURE REVIEW (2000–2019)

Aviation ◽  
2021 ◽  
Vol 25 (3) ◽  
pp. 220-231
Author(s):  
Sena Kiliç ◽  
Caglar Ucler ◽  
Luis Martin-Domingo
Keyword(s):  
Literature Review ◽  
Communication Technology ◽  
Systematic Literature Review ◽  
Ad Hoc ◽  
Academic Research ◽  
Focal Points ◽  
Information Communication ◽  
Strategic Approach ◽  
Scientific Papers ◽  
Challenging Environment

Airports operate in a highly-competitive and challenging environment. Therefore, in order to remain competitive, innovation is imperative for airports. This paper aims to conduct academic research into innovation at airports by reviewing studies published from 2000 to 2019 for presenting key findings. A systematic literature review was made based on scientific papers indexed in Scopus with the keywords innovation and airport in the title, abstract or keywords sections, consolidating the innovation focus, approach and degree discussed with respect to innovation areas and territorial focal points. Consequently, it was found that research on airport innovation is: (i) mainly focused on products/services, (ii) concerned with leveraging ICT (Informatıon Communication Technology), (iii) implemented ad-hoc without a consolidated strategic approach, and (iv) lacks the input of external innovation scholars and specialists.

Trends and challenges of visual search interfaces in digital libraries and repositories

2017 ◽  
Vol 35 (1) ◽  
pp. 69-98 ◽  
Author(s):  
Paul Alonso Gaona-García ◽  
David Martin-Moncunill ◽  
Carlos Enrique Montenegro-Marin
Keyword(s):  
Visual Search ◽  
Literature Review ◽  
Systematic Literature Review ◽  
User Interfaces ◽  
Digital Libraries ◽  
Content Type ◽  
Information Visualisation ◽  
Knowledge Organisation ◽  
Depth Analysis ◽  
Use Of Knowledge

Purpose This paper aims to present an overview of the challenges encountered in integrating visual search interfaces into digital libraries and repositories. These challenges come in various forms, including information visualisation, the use of knowledge organisation systems and metadata quality. The main purpose of this study is the identification of criteria for the evaluation and integration of visual search interfaces, proposing guidelines and recommendations to improve information retrieval tasks with emphasis on the education-al context. Design/methodology/approach The information included in this study was collected based on a systematic literature review approach. The main information sources were explored in several digital libraries, including Science Direct, Scopus, ACM and IEEE, and include journal articles, conference proceedings, books, European project reports and deliverables and PhD theses published in an electronic format. A total of 142 studies comprised the review. Findings There are several issues that authors did not fully discuss in this literature review study; more specific, aspects associated with access of digital resources in digital libraries and repositories based on human computer interaction, i.e. usability and learnability of user interfaces; design of a suitable navigation method of search based on simple knowledge organisation schemes; and the use of usefulness of visual search interfaces to locate relevant resources. Research limitations/implications The main steps for carrying out a systematic review are drawn from health care; this methodology is not commonly used in fields such as digital libraries and repositories. The authors aimed to apply the fundamentals of the systematic literature review methodology considering the context of this study. Additionally, there are several aspects of accessibility that were not considered in the study, such as accessibility to content for disabled people as defined by ISO/IEC 40500:2012. Originality/value No other systematic literature reviews have been conducted in this field. The research presents an in-depth analysis of the criteria associated with searching and navigation methods based on the systematic literature review approach. The analysis is relevant for researchers in the field of digital library and repository creation in that it may direct them to considerations in designing and implementing visual search interfaces based on the use of information visualisation.

scholarly journals Virtual reality for older users: a systematic literature review

2019 ◽  
Vol 19 (1) ◽  
pp. 11-25 ◽  
Author(s):  
Rômulo Santos Silva ◽  
Artur Martins Mol ◽  
Lucila Ishitani
Keyword(s):  
Virtual Reality ◽  
Literature Review ◽  
Systematic Literature Review ◽  
Digital Libraries ◽  
The Elderly ◽  
Virtual Reality Technology ◽  
Use Of Technology ◽  
Virtual And Augmented Reality ◽  
Future Work ◽  
State Of Art

The use of technologies by the elderly is still restricted, especially concerning recent technologies. To better understand the older user experience, while using virtual reality technology, we performed a Systematic Literature Review. The databases selected for research were the digital libraries of ACM, IEEE, Science Direct and Google Scholar. During the literature review, we col- lected information about the characteristics of the participants of the studies selected, the experiences reported about the use of technology, the research method used, the technologies chosen for the tests, the results obtained and future work suggested. The main contributions of this work were to identify the state of art of virtual and augmented reality for older people, the possible applications of these technologies to them, the most used devices and also the considerations reported by previous experiences.

scholarly journals Information Diffusion Model in Twitter: A Systematic Literature Review

Information ◽  
2021 ◽  
Vol 13 (1) ◽  
pp. 13
Author(s):  
Firdaniza Firdaniza ◽  
Budi Nurani Ruchjana ◽  
Diah Chaerani ◽  
Jaziar Radianti
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Digital Libraries ◽  
Information Diffusion ◽  
Diffusion Modeling ◽  
Exclusion Criteria ◽  
Research Themes ◽  
Twitter Analytics ◽  
Information Diffusion Model ◽  
Stage Analysis

Information diffusion, information spread, and influencers are important concepts in many studies on social media, especially Twitter analytics. However, literature overviews on the information diffusion of Twitter analytics are sparse, especially on the use of continuous time Markov chain (CTMC). This paper examines the following topics: (1) the purposes of studies about information diffusion on Twitter, (2) the methods adopted to model information diffusion on Twitter, (3) the metrics applied, and (4) measures used to determine influencer rankings. We employed a systematic literature review (SLR) to explore the studies related to information diffusion on Twitter extracted from four digital libraries. In this paper, a two-stage analysis was conducted. First, we implemented a bibliometric analysis using VOSviewer and R-bibliometrix software. This approach was applied to select 204 papers after conducting a duplication check and assessing the inclusion–exclusion criteria. At this stage, we mapped the authors’ collaborative networks/collaborators and the evolution of research themes. Second, we analyzed the gap in research themes on the application of CTMC information diffusion on Twitter. Further filtering criteria were applied, and 34 papers were analyzed to identify the research objectives, methods, metrics, and measures used by each researcher. Nonhomogeneous CTMC has never been used in Twitter information diffusion modeling. This finding motivates us to further study nonhomogeneous CTMC as a modeling approach for Twitter information diffusion.

scholarly journals Study Literature of Development Model of Mathematics Curriculum in Queensland

2021 ◽  
Vol 4 (1) ◽  
pp. 7
Author(s):  
Zahid Abdush Shomad ◽  
Iwan Junaedi ◽  
Mulyono Mulyono
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Mathematics Curriculum ◽  
School Mathematics ◽  
Development Model ◽  
Relevant Research ◽  
Scientific Papers ◽  
Research Questions ◽  
Mathematics Curricula ◽  
And Mathematics

<p class="JRPMAbstractBodyEnglish">Australia grants individual states autonomy to develop school mathematics curricula. This article aims to find out a model for developing a school mathematics curriculum in Queensland. The method used in this research is Systematic Literature Review (SLR). This SLR method can be used to identify, review, evaluate, and interpret studies related to the topics discussed in this study, with specific relevant research questions. The SLR method in this research is carried out by systematically reviewing and identifying journals, which follow the steps or protocols that have been set in each process. The documents studied and researched include journals and professional scientific papers and Queensland mathematics curriculum documents for grades 11 and 12, namely the Queensland Curriculum &amp; Assessment Authority (QCAA). Based on the results of the literature review, it was found that in Queensland, the mathematics curriculum in grades 11 and 12 is divided into three types, namely Mathematics A curriculum, Mathematics B curriculum, and Mathematics C curriculum. Each type of curriculum is developed according to the conditions and skills required by students.</p>

scholarly journals Digital Twin (DT) in Smart Energy Systems - Systematic Literature Review of DT as a growing solution for Energy Internet of the Things (EIoT)

2021 ◽  
Vol 312 ◽  
pp. 09002
Author(s):  
Ali Aghazadeh Ardebili ◽  
Antonella Longo ◽  
Antonio Ficarella
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Digital Libraries ◽  
Energy Systems ◽  
Energy System ◽  
Services Research ◽  
Digital Twin ◽  
Smart Energy Systems ◽  
Main Motive ◽  
Research Questions

In the industry 4.0 era, the Smart Energy System (SES) should be able to address the emerging challenges of digitization and socioeconomic/ecologic transition along with other critical entities of the society. However, because of the complexity of this system, both researchers and practitioners are seeking an agile and smart solution. The main motive of this review is to investigate the applications and implementation of Digital Twin (DT) in the provision of energy services. Research Questions (RQ) of this study include: RQ1: What are the applications of DT in SES and how effective is DT in that use case of EIoT? RQ2: Which issues of an SES can be addressed efficiently by using DT? Through answering the mentioned questions, the current study is heading to following objectives (O), O1: Describe the state of the art of DT in SES. O2: Develop a direction for energy 4.0 management through listing the applications, challenges and important factors of implementing DTs. O3: Provide a list of various approaches in employing DT in the scope of SES. The current study is a systematic literature review (SLR), based on SCOPUS, WOS and IEEE digital libraries. Two keywords (namely “Digital Twin” and “Energy Systems”) have been first used. To achieve the final list of articles, 2 levels of screening have been conducted. The first Screening was based on the relevance of the results concerning research objectives. The second screening was an abstract study. The exclusion/inclusion criteria in the abstract study were based on the research questions. The papers that have the potential of answering one of the research questions have been included. Since the implementation of DT is a rather new topic, both backward snowballing and forward snowballing strategies are implemented to finalize the article selection phase. 60 articles identified by searching through scientific databases and 11 articles have been appended to the list during the snowballing process. The results of the current review provide a managerial guideline for practitioners that are heading to utilize DT, along with an anthology of DT within SES scope to feed possible future studies.

scholarly journals Product Recommendation System: A Systematic Literature Review

2021 ◽  
Vol 9 (VII) ◽  
pp. 3330-3339
Author(s):  
Ketki Kinkar
Keyword(s):  
Literature Review ◽  
Performance Measures ◽  
Systematic Literature Review ◽  
Recommender System ◽  
Recommendation System ◽  
Consumer Preferences ◽  
Research Work ◽  
Product Recommendation ◽  
System A ◽  
Scientific Papers

In today's world, we find a wide variety of search options and we may have difficulty selecting what we really need. The recommendation System plays an important part in dealing with these problems. A recommender system is a framework that is a filtering system that filters the data with various algorithms and recommends the user with the most relevant data. Recommendation systems are productive customization mechanisms, often up-to-date and recommendations based on current consumer preferences. These systems have shown to be extremely helpful in different areas of e-commerce, education, movies, music, books, films, scientific papers, and various products. This paper reviews many approaches of recommendation techniques with their upsides and downsides and diverse performance measures. We have reviewed various articles, analyzed their technique and approach, major features of the algorithm utilized, and potential areas for improvement in that research work.

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