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Information cascades in complex networks

Mahdi Jalili, Matjaž Perc
2017 Journal of Complex Networks  
Viral marketing is one of the most important applications [51] [52] [53] 57 ].  ...  The other challenge is a need to identify a set of vital nodes instead of a single vital node (or ranking the nodes based on their vitality) in many cases.  ...  Structure of the financial network has significant role on how risk develop in its participating financial institutes [193, 194] .  ... 
doi:10.1093/comnet/cnx019 fatcat:hfu6rypv6jf65mr7sz2vmetylu

Why IEEE Xplore Matters for Research Trend Analysis in the Energy Sector

B. Chigarev
2021 Energy Systems Research  
VOSviewer was used to analyze trends in scientific research based on IEEE Xplore data.  ...  Bibliometric data of the IEEE conference proceedings was used to illustrate the importance of context in estimating the growth rate of publishing activity on a topic of interest.  ...  Assessment of the co-occurrence of key terms blockchain, convolutional neural network, and the Internet based on the Apriori algorithm. of things.  ... 
doi:10.38028/esr.2021.03.0005 fatcat:3wn7kzn4gjdgfplfooq343bhwy

A Decade of In-text Citation Analysis based on Natural Language Processing and Machine Learning Techniques: An overview of empirical studies [article]

Sehrish Iqbal, Saeed-Ul Hassan, Naif Radi Aljohani, Salem Alelyani, Raheel Nawaz, Lutz Bornmann
2020 arXiv   pre-print
Citation analysis is one of the most frequently used methods in research evaluation.  ...  Due to better access to full-text publication corpora in recent years, information scientists have gone far beyond traditional bibliometrics by tapping into advancements in full-text data processing techniques  ...  Acknowledgment The authors (Salem Alelyani and Saeed-Ul Hassan) are grateful for the financial support received from King Khalid University for this research Under Grant No. R.G.P2/100/41.  ... 
arXiv:2008.13020v1 fatcat:jijpqtyhhrf6nbpmzybtylseka

CADRE: A Collaborative, Cloud-Based Solution for Big Bibliographic Data Research in Academic Libraries

Patricia L. Mabry, Xiaoran Yan, Valentin Pentchev, Robert Van Rennes, Stephanie Hernandez McGavin, Jamie V. Wittenberg
2020 Frontiers in Big Data  
We recommend a shared cloud-based infrastructure to address this need built on five pillars: 1) Community–a community of libraries and industry partners who support and maintain the platform and a community  ...  We propose a practical solution based on the five pillars: The Collaborative Archive and Data Research Environment.  ...  Lastly, we want to thank Kuansan Wang for giving us initial feedback on this paper.  ... 
doi:10.3389/fdata.2020.556282 pmid:33693415 pmcid:PMC7931882 fatcat:zsdnpo4mzrexhjxu4dcndpde4a

ECIR 2015

Allan Hanbury, Gabriella Kazai, Andreas Rauber, Norbert Fuhr
2016 SIGIR Forum  
The 37th European Conference on Information Retrieval took place from the 29th of March to the 2nd of April 2015 in Vienna, Austria.  ...  This report summarises the conference in terms of the keynotes presented, programme, industry day, tutorials, workshops and student support.  ...  The conference was supported by the Information Retrieval Specialist Group at the British Computer Society (BCS-IRSG), the ELIAS Research Network Program of the European Science Foundation, and the City  ... 
doi:10.1145/2888422.2888427 fatcat:enampyf3nzdf5ngcgboqcjq53i

The Role of Mobile Technology in Tourism: Patents, Articles, News, and Mobile Tour App Reviews

Dongwook Kim, Sungbum Kim
2017 Sustainability  
The third study considers the attitude of the actual consumer to cover the consumer aspect, which is one of the most important variables affecting mobile technology.  ...  service that started in the PC-based social networking and virtual communities, whereas Google Trips is a service launched relatively recently and started as a mobile-based service.).  ...  Acknowledgments: This paper was supported by Kumoh National Institute of Technology. Author Contributions: Sungbum Kim designed the overall framework of the research, and drafted the manuscript.  ... 
doi:10.3390/su9112082 fatcat:2qjofp7skrdf7i37decv7nrraq

Unconnected component inclusion technique for patent network analysis: Case study of Internet of Things-related technologies

Yasutomo Takano, Cristian Mejia, Yuya Kajikawa
2016 Journal of Informetrics  
We observed that UCIT increased the number of nodes especially in relatively small networks.  ...  Our method generates a cluster solution that includes unconnected and connected components of a direct citation network, enabling a more complete analysis of the technology fields.  ...  Acknowledgments Part of this research was financially supported by the Research Institute of Science and Technology for Society (RISTEX) of Japan Science and Technology Agency (JST).  ... 
doi:10.1016/j.joi.2016.05.004 fatcat:ouk3rsrs6zdcrm6ft4ngi4z54y

Research Progress and Model Construction for Online Health Information Seeking Behavior

Zhi-Wei Liu
2022 Frontiers in Research Metrics and Analytics  
This study firstly presents the research overview of online health information-seeking behavior by using the informetric method.  ...  Under the background of coronavirus disease 2019 (COVID-19), online health information seeking has become one of the most important information needs of the public and even the only channel for health  ...  MATERIALS AND METHODS Based on the above purpose, this study firstly collates and analyzes the existing studies related to online health information-seeking behavior, and uses informetric and text analysis  ... 
doi:10.3389/frma.2021.706164 pmid:35224421 pmcid:PMC8873569 fatcat:s2fm672ocrhdpaimsmlsydfbom

Mapping Research Trends in Residential Construction Retrofitting: A Scientometric Literature Review

Mehdi Amirkhani, Igor Martek, Mark B. Luther
2021 Energies  
A scientometric evaluation of research on residential retrofitting is here presented. VOSviewer, Gephi, and CiteSpace are the software packages used.  ...  Finally, while several journals accommodate publications on this topic, analysis reveals Energy and Buildings to be the significant citation source.  ...  Institutional Review Board Statement: Not applicable. Informed Consent Statement: Not applicable. Conflicts of Interest: The authors declare that there is no conflict of interest.  ... 
doi:10.3390/en14196106 fatcat:bpg3l6h2uzgrjh55kaonctqdsu

Exploration of Topic Classification in the Tourism Field with Text Mining Technology—A Case Study of the Academic Journal Papers

I-Cheng Chang, Jeou-Shyan Horng, Chih-Hsing Liu, Sheng-Fang Chou, Tai-Yi Yu
2022 Sustainability  
Based on the results for 5783 abstracts, cluster analysis classifies the number of K-means clusters into six categories: travel, culture, sustainability, model, behavior, and hotel.  ...  of the classified articles.  ...  Informed Consent Statement: Not applicable. Data Availability Statement: Not applicable. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/su14074053 fatcat:hijnrkwrjrfllgdgm4illryiwa

Usage bibliometrics

Michael J. Kurtz, Johan Bollen
2010 Annual Review of Information Science and Technology  
This article provides a review of the state-of-the-art in usage-based informetric, i.e. the use of usage data to study the scholarly process.  ...  However, the collection, processing and analysis of usage data remains an area of active research.  ...  many of the ideas and much of the research presented in this paper.  ... 
doi:10.1002/aris.2010.1440440108 fatcat:nscba2y65rgahn3j3emyohuptu

The dynamic predictive power of company comparative networks for stock sector performance

Kun Chen, Peng Luo, Dongming Xu, Huaiqing Wang
2016 Information & Management  
network based on public media data and sector interaction metrics based on the company network.  ...  First, sector interaction metrics constructed based on company networks are significant leading indicators of sector performance.  ...  In the field of information systems (IS), some studies have constructed company relationship networks based on textual information mining.  ... 
doi:10.1016/ fatcat:ah4aiemkkzajbcfzvscoaxrnne

"An Analysis of the Evolving Intellectual Structure of Health Information Systems Research in the Information Systems Discipline"

Langtao Chen, Missouri University of Science and Technology, USA,, Aaron Baird, Detmar Straub, Georgia State University, USA, Temple University, USA
2019 Journal of the AIS  
, (2) determine which Health IS research themes are cohesive (versus disparate), (3) identify which Health IS research themes are central (versus peripheral), (4) clarify networks of researchers (i.e.,  ...  We apply citation analysis, latent semantic analysis (LSA), and social network analysis (SNA) to our data set of Health IS articles in order to: (1) identify Health IS research themes and thematic shifts  ...  Exploring the feasibility and accuracy of latent semantic analysis based text mining techniques to detect similarity between patent documents and scientific publications.  ... 
doi:10.17705/1jais.00561 fatcat:td7oexee3jdp5km7e7tpy34m5e

Weighted Subject - Method Network Analysis of Library and Information Science Studies
문헌정보학 분야 핵심 학술지들의 가중 주제-방법 네트워크 분석

Keehoen Lee, Hyojung Jung, Min Song
2015 Journal of the Korean Society for Library and Information Science  
Evidence from a probability-based panel of Internet users 2007 Social Science Computer Review Drop downs and scroll mice: The effect of response option format and input mechanism employed on data  ...  An empirical study of social loafing in technology-supported groups 2010 Social Science Computer Review Sex Differences in the Expression and Use of Computer-Mediated Affective Language Does Context  ... 
doi:10.4275/kslis.2015.49.3.457 fatcat:ltswfocks5duhmgd5igk53ypt4

Scholarly communication and bibliometrics

Christine L. Borgman, Jonathan Furner
2005 Annual Review of Information Science and Technology  
and Hood (in press) on informetric laws, and Tabah (in press) on literature dynamics.  ...  The cycle of scholarly activities is blending into a continuous, looping flow, as people discuss, write, share, and seek information through networked information systems.  ...  on an earlier draft.  ... 
doi:10.1002/aris.1440360102 fatcat:i6bd7acwtfhkbmlvvw2c4rfmzq
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