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Vocational behavior research: Past topics and future trends and challenges

Daniel Spurk
2021 Journal of Vocational Behavior  
Hence, the review categorized the researched topics between 2012 and 2016 to generate a picture of more recent trending topics.  ...  A B S T R A C T As part of the 50th anniversary special issue, this article aims to give an overview of the topics of past vocational behavior research and to reflect upon important future topics and challenges  ...  Acknowledgement I thank Nadya Fouad for her initiative and persistence in publishing this anniversary special issue.  ... 
doi:10.1016/j.jvb.2021.103559 fatcat:pb5ricjo3zbqtfohgtlvh2oeiy

Research on product-service systems: topic landscape and future trends

Federico Barravecchia, Fiorenzo Franceschini, Luca Mastrogiacomo, Mohamed Zaki
2021 Journal of Manufacturing Technology Management  
PurposeThe paper attempts to address the following research questions (RQs): RQ1: What are the main research topics within PSS research? RQ2: What are future trends for PSS research?  ...  In particular, challenges, transversal to the eight research topics and related to recent technology trends and digital transformation, have been discussed.  ...  What are future trends for PSS research? A specific research goal is the recognition of current and future research priorities to address the academic community's efforts.  ... 
doi:10.1108/jmtm-04-2020-0164 fatcat:n3s7sk5sejcm7mdazike54idsm

Research Topics and Future Trends on Maker Education in China Based on Bibliometric Analysis

Qianfei Tian, Chengdu Library and Information Center, Chengdu, Sichuan, China, and Department of Library, Information and Archives Management, School of Economics and Management, University of Chinese Academy Sciences, Beijing, China, Juan Zhang, Chuan Tang, Lina Wang, Junmin Fang, Zhiqiang Zhang
2020 International Journal of Information and Education Technology  
analysis and visualization methods by Citespace V, reveals three research stages, and discusses future trends of maker education research in China.  ...  This paper retrieves maker education publications from China National Knowledge Infrastructure (CNKI) Database, presents core authors and institutions of maker education research in China through bibliometric  ...  Fig. 11 . 11 Maker education research stages and topics. A.  ... 
doi:10.18178/ijiet.2020.10.2.1352 fatcat:br5ehae2wfclnjnbvwferu5rjm

Democratization and elitism in the EU: two opposing trends (Guest-Editor's introduction to the topical collection on "The Future of Europe")

Markus Pausch
2014 European Journal of Futures Research  
Today, the future of decision making and the democratization of the EU have become burning issues for the Union's stability.  ...  It is, however, bypassed by the trend towards extending the gap between elites and citizens which foils the democratization process and threatens European integration as a whole.  ...  , Page 6 of 9 Eur J Futures Res (2014) 2:56 Eur J Futures Res (2014) 2:56 Page 9 of 9, 56  ... 
doi:10.1007/s40309-014-0056-3 fatcat:rmj3e56xhzbyxj4swr2frunkrm

Mapping Past, Current and Future TEFL Research Trends in Iran: A Synthetic Review of Topics and Paradigms in Three Decades

Mohammad Amini Farsani, Esmat Babaii
2018 Journal of Modern Research in English Language Studies  
To make a positive contribution to this nascent movement, this study, drawing on synthetic techniques, sought to describe the cumulative and developmental status of research paradigms and substantive/topical  ...  The cumulative results revealed the distribution of the studies in a good range of substantive issues with "researching language classroom issues" as the most frequent topic in the data set and "research  ...  Gao, Li, and Lu (2001) described and compared research trends in applied linguistics in China and other countries.  ... 
doi:10.30479/jmrels.2019.10434.1299 doaj:f240492cc86e49ddab32c6b86e19d62b fatcat:lq5dxdati5dr5eh4pxmpa3j2tq

SUPPORTING AIR TRANSPORT POLICIES USING BIG DATA ANALYTICS: A DESCRIPTIVE APPROACH BASED EMERGING TREND ANALYSIS

Jin-seo Park
2017 The Journal of Air Transport Studies (JATS)  
Qualitative research methods based on literature review or expert judgement have been used to find core issues, analyze emerging trends and discover promising areas for the future.  ...  In order to make up for such weaknesses, the analysis paradigm for choosing future emerging trend is undergoing a shift toward mplementing qualitative research methods along with quantitative research  ...  Based on the issues, it identified aviation-related research trends and selected the promising areas for the future.  ... 
doi:10.38008/jats.v8i1.40 fatcat:m2rbidovgffvtb64yxfvpgioui

An Analysis on Text Mining Techniques for Smart Literature Review

2021 International Journal of Advanced Trends in Computer Science and Engineering  
As each day large amounts of research papers were published in journals and conferences. These research papers are very valuable for future research and investigations.  ...  This review paper presented an overview of text mining techniques, their evaluation criteria, their limitations and challenges for exploring literature to find research trends.  ...  These research papers are very valuable for the current and future research and for generating new knowledge.  ... 
doi:10.30534/ijatcse/2021/1121022021 fatcat:yttfs3gqsrcqxm7abv2wbsnoku

Maximum Value Matters: Finding Hot Topics in Scholarly Fields [article]

Jinghao Zhao, Hao Wu, Fengyu Deng, Wentian Bao, Wencheng Tang, Luoyi Fu, Xinbing Wang
2017 arXiv   pre-print
Finding hot topics in scholarly fields can help researchers to keep up with the latest concepts, trends, and inventions in their field of interest.  ...  telling factor in long-term topic trend prediction, interpreting that those currently exhibiting the maximum growth rates will drive the correlated topics to be hot in the future; (3) we predict in the  ...  about the future trend of topics.  ... 
arXiv:1710.06637v1 fatcat:c32ls2e26bhalasiijshwqsoeq

Prediction Correction Topic Evolution Research for Metabolic Pathways of the Gut Microbiota

Li Ning, Peng Lifang, He Huixin
2020 Frontiers in Molecular Biosciences  
future trends.  ...  We also use the Prophet neural network prediction tool to predict future trend of this area of study.  ...  Our analysis in this perspective summarizes the existing evolution and predicts the future trends of researches in Metabolic Pathways of the Gut Microbiota.  ... 
doi:10.3389/fmolb.2020.600720 pmid:33425992 pmcid:PMC7793741 fatcat:3urrnyg7t5g7djg6hep7jklsqi

Promoting Energy Performance Contracting for Achieving Urban Sustainability: What is the Research Trend?

Zhang, Yuan
2019 Energies  
Based on the five research topics, future research trends and directions in EPC were identified as well.  ...  This study tries to identify future research trends in the subject of EPC through analyzing 127 journal papers published from 2008 to 2018.  ...  Author Contributions: W.Z. collected the data, carried out data analysis, and wrote the draft manuscript; H.Y. is the co-first author, who designed the research procedure, analyzed the results, and reviewed  ... 
doi:10.3390/en12081443 fatcat:edlq3ppxv5cwhbleo2mobdcmjm

A decade of Semantic Web research through the lenses of a mixed methods approach

Sabrina Kirrane, Marta Sabou, Javier D. Fernández, Francesco Osborne, Cécile Robin, Paul Buitelaar, Enrico Motta, Axel Polleres, Christoph Schlieder
2020 Semantic Web Journal  
The identification of research topics and trends is an important scientometric activity, as it can help guide the direction of future research.  ...  In this paper, we aim to provide a broader and more complete picture of Semantic Web topics and trends by adopting a mixed methods methodology, which allows for the combined use of both qualitative and  ...  Overviews of present and past topics and trends provide important lessons of how research interests evolve and allow research communities to better plan future work, whereas visions of future topics can  ... 
doi:10.3233/sw-200371 fatcat:iwuc6rxtg5hlzitv4gulnrqnki

Examining Information on Social Media

Anjie Fang
2017 Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '17  
Both researchers and the public are interested in understanding what topics are discussed during a real social event [10] , what are the trends of the discussed topics [8] and what is the future topical  ...  By examining the future topical trend, social scientists can ensure the timeliness of their focused events. Politicians and policymakers can keep abreast of the topics that remain salient over time.  ... 
doi:10.1145/3077136.3084156 dblp:conf/sigir/Fang17 fatcat:q2gjnp2li5f7hlyvnitfhbqnh4

Trend Mining on Bibliographic Data

Christin Katharina Kreutz
2017 BCS-IRSG Symposium on Future Directions in Information Access  
Trend mining on bibliographic data may give insight for politicians, entrepreneurs and new scientists. This work outlines a research agenda for approaching this problem.  ...  Most times, current and emerging trends in scientific communities are only discernible for active domain experts.  ...  Finally I would like to thank the reviewers for their comments and suggestions to improve the quality of this work.  ... 
doi:10.14236/ewic/fdia2017.11 dblp:conf/fdia/Kreutz17 fatcat:enytr226fbgw3caz6ttqyt6joe

Topic Evolution Analysis for Omics Data Integration in Cancers

Li Ning, He Huixin
2021 Frontiers in Cell and Developmental Biology  
From the topic prediction view, research findings in multi-omics data processing and novel biomarker discovery for cancer prediction (Topic 2, 3, 10, 11) will be heavily focused in the future.  ...  To predict the future trend of related cases, we utilize the Prophet neural network to perform a prediction correction model for existing topics.  ...  Discussions In omics research toward the mining of biomarkers in cancers, our study summarizes the existing evolution and predicts the future trends of researches.  ... 
doi:10.3389/fcell.2021.631011 pmid:33898421 pmcid:PMC8058380 fatcat:inytqh6ywfarjh2neryg7jpu5m

Big Data, Healthcare System and Audience fragmentation: current and future trends and possibilities for media reporting on healthcare topics

Leali Osmančević
2021 International Journal of Integrated Care  
The main aim of this paper is, through systematic literature review, offer an detailed overview of achievements, possibilities and current and future trends in usage of Big Data in the healthcare system  ...  Healthcare system should be one of the primary topics for all media audiences and that is one of the main reasons for implementing Big Data research and analysis in the whole healthcare system: not only  ...  CONFERENCE ABSTRACT Big Data, Healthcare System and Audience fragmentation: current and future trends and possibilities for media reporting on healthcare topics ICIC20 Virtual Conference -September 2020  ... 
doi:10.5334/ijic.icic20343 fatcat:xgg6a7t3pfgjvlajojfaeizmea
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