Published September 2017. of … 0000018653 00000 n Download Call for Papers … 0000004098 00000 n The articles will provide cross disciplinary innovative research ideas and applications results for big data including novel theory, algorithms and applications. April 2019. The stock market crash of 1987 … In Paper 1, the impact of Emerging Technologies is investigated through the prism of specific use cases where emerging technologies are employed. 0000004520 00000 n As data expansion rates outpace Moore's law and supply voltage scaling grinds to a halt, the IT industry is being challenged in its ability to effectively store, process, and serve the growing volumes of data. 0000027793 00000 n Advanced Search Citation Search. > 8 (2018), pp. trailer Citation file or … Combining big data with analytics provides new insights that can drive digital transformation. Introduction to special issue. 3. 0000017041 00000 n 2 Citations. 41 OF COMPUTING AND (2016) DOI: 10.1515/fcds-2016-0008 DECISION SCIENCES No. This is a pre-publication author manuscript of the final, published article. 0000018479 00000 n This issue of The Canadian Journal of Statistics is therefore dedicated to Big Data and the Statistical Sciences and to highlighting both the value of classical statistical thought in approaching novel large-scale data problems and the challenges facing the professional statistical community. This impact is discussed in relation to progress towards achievement of each of the United Nations Sustainable Development Goals. 0000014591 00000 n 1-4 Introduction for the special Issue on BIG DATA - CORE Reader Telematics, sensor data, weather data, drone and aerial image data – insurers are swamped with an influx of big data. 0000004374 00000 n 0000035783 00000 n 0000100970 00000 n Big data has become a buzz word in recent years. Alert; Twitter channel; RSS Feeds. Emerging … The articles in this journal are peer reviewed in accordance with the requirements set forth in the IEEE PSPB Operations Manual (sections 8.2.1.C & 8.2.2.A). 0000003820 00000 n 0000011818 00000 n 0000003967 00000 n 0000026396 00000 n 0000004930 00000 n 0000002964 00000 n 3 ISSN 0867-6356 e-ISSN 2300-3405 ´ Anna KOBUSINSKA , Ching … PSY Each published article was reviewed by a minimum of two independent reviewers using a … 0000073970 00000 n 0000065151 00000 n 0000019252 00000 n 0000079973 00000 n Big data technologies such as Hadoop and cloud-based analytics bring significant cost advantages when it comes to storing large amounts of data – plus they can identify more efficient … Big Data for Financial Services Credit card companies, retail banks, private wealth management advisories, insurance firms, venture funds, and institutional investment banks use big data for their financial services. 0000100750 00000 n Big data technologies do evolve, but their security features are still neglected, since it’s hoped that security … data volumes, number of transactions and the number of data sources are so big and complex that they require special methods and technologies in order to draw insight out of data (for instance, traditional data warehouse solutions may fall short when dealing with big data). Special Issue on New Trends in Energy Internet: Artificial Intelligence-Based Control, Network Security and Management. 0000025801 00000 n Export Citation(s) Export Citations. 0000006285 00000 n Quite often, big data adoption projects put security off till later stages. We are facing the challenges at all levels ranging from sophisticated algorithms … Beyond the lab: Using big data to discover principles of cognition Gary Lupyan1 & Robert L. Goldstone2 Published online: 8 July 2019 # The Psychonomic Society, Inc. 2019 Like many other scientific disciplines, psychological science has felt the impact of the big-data revolution. Special Issue: Big Data Analytics for Business Intelligence With new technologies, such as internet of things, mobile technologies, and wide applications of social media, organizations generate a huge volume of data in different formats much faster than before. 0000101292 00000 n 0000080090 00000 n 0000062458 00000 n 0000100396 00000 n Today we live in the era of Big Data Revolution, overwhelmed with data, information and knowledge that is spread all over the web, in social media sites, in smartphones contributing so in creating a large base of big data. Most recent (RSS) Most cited (RSS) Issue. CHS 0000000016 00000 n The Journal of Big Data publishes high-quality, scholarly research papers, methodologies and case studies covering a broad range of topics, from big data analytics to data-intensive computing and all applications of big data research. introduction . The benefits of collaboration across disciplines, such as those in the social sciences, applied statistics, and computer science. 0000016617 00000 n 0000015213 00000 n Share on. RIS (ProCite, Reference Manager) EndNote. Papers submitted to this conference may focus on one or more of these features in Big Data. h�b```f`�``g`Гed@ A6�(����,^5� 3` ��4~^+�0�`�ؖ��jOoZ:Aˮt�Zw�����Q�w�*OoᚥkU�29㦱�L-� ⎮e�����m�ך�~�!1wOɿ���� ":��h���� r����K�� �dll���g��LjR@:����Vb��Hk� ���C����bd"�u�0_`����p@�s���n�!������L�8b�a�a�sX11U!�/c)c�n�Jď��L��j^�g����ߕ�}O?��c���߆��{�Q�X� ��905:0. Introduction to the special issue on Big Data in finance and business. To promote Data Science and interdisciplinary collaboration between fields, and to showcase the benefits of data driven research, papers demonstrating applications of big data in domains as diverse as Geoscience, Social Web, Finance, e-Commerce, Health Care, Environment and Climate, Physics and Astronomy, Chemistry, life sciences and drug discovery, digital libraries and scientific publications, … The unavoidable necessity of validating predictive models in big data by applying a model developed on one dataset to a separate set of data or hold-out sample. 0000018057 00000 n FAQ | %%EOF Introduction to the Special Issue on Big Data, Machine Learning, and AI Technologies for Art and Design . 0000073863 00000 n In this issue you will see that these classical statistical ideas continue to have a crucial role to play in keeping data … … 0000101490 00000 n 0000033575 00000 n RefWorks. 0000077849 00000 n <<2C2EF99A2BE4AB48BE933B12B7B3BEF1>]/Prev 170776>> National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210023, China. Medlars. 0000015033 00000 n 0000101831 00000 n Search term. xref In this special issue, we present a diverse collection of papers that highlight the use of these types of big data techniques, systems, and approaches to address complex real-world applications. 0000002888 00000 n 0000028105 00000 n Special Issues; Follow journal. Availability of large datasets on Facebook, Twitter, and other social media sites that provide a psychological window into the attitudes and behaviors of a broad spectrum of the population. Home But let’s look at the problem on a larger scale. Guest Editors: Prof. Dong Yue, Nanjing University of Posts and Telecommunications, China; Prof. Qing-Long Han, Swinburne University of Technology, Australia ; Submissions for this issue will close October 15, 2018. 0000004798 00000 n 0000006861 00000 n 0000002116 00000 n 0000004244 00000 n 0000051360 00000 n All other icons designed by Adrien Coquet and licensed under CC BY 4.0. Frederick L. Oswald. This issue will be published in May/June 2019. 0000017846 00000 n PSY_FACPUBS The introduction to this special issue on psychological research involving big data summarizes the highlights of 10 articles that address a number of important and inspiring perspectives, issues, and applications. 0000025989 00000 n We begin by recognising that the technological objects of Big Data are unprecedented in the speed, scope and scale of their computation and knowledge > 0000006129 00000 n 0000077296 00000 n Harlow, L. L., & Oswald, F. L. (2016). 0000004652 00000 n About | 0000005438 00000 n 0 And, frankly speaking, this is not too much of a smart move. 0000014197 00000 n OA icon designed by Jafri Ali and dedicated to the public domain, CC0 1.0. Accessibility Statement. 0000005076 00000 n Home ACM Journals ACM Transactions on Multimedia Computing, Communications, and Applications Vol. This article is made available under the terms and conditions applicable towards Open Access Policy Articles, as set forth in our Terms of Use. 0000017383 00000 n Format. Skip to Article Content; Skip to Article Information; Search within. 0000005650 00000 n Article Guest Editors’ Introduction: Special Issue on Big Data Intelligence and Computing was published on 01 Sep 2016 in the journal Foundations of Computing and Decision Sciences (Volume 41, Issue 3). 0000061721 00000 n 0000005982 00000 n Introduction for the special Issue on BIG DATA. 0000002686 00000 n 0000003609 00000 n startxref 4. Social Media Lab., Hong Kong Uni. Yang Yu. ; High Visibility: to be covered in Scopus. 0000006430 00000 n Psychological Methods, 21, 447-457. doi: 10.1037/met0000120, Available at: http://dx.doi.org/10.1037/met0000120. Four common themes that emerge in the articles with respect to psychological research conducted in the area of big data are mentioned, including: 1. 0000022473 00000 n 0000027536 00000 n 0000079440 00000 n Metrics details. 2s Introduction to the Special Issue on Big Data, Machine Learning, and AI Technologies for Art and Design. Translational abstracts that summarize the articles in very clear and understandable terms are included in Appendix A, and a glossary of terms relevant to big data research discussed in the articles is presented in Appendix B. Keywords: big data, machine learning, statistical learning theory, social media data, digital footprint, decision trees and forests. > Some examples of Big Data that may be relevant for Psychology are social media data, health/physiological tracker data, geolocation data, dynamic public records, travel route data, behavioral and genetic data. 0000015631 00000 n Big Data and Cognitive Computing (ISSN 2504-2289) is an international, scientific, peer-reviewed, open access journal of big data and cognitive computing published quarterly online by MDPI.. Open Access —free for readers, with article processing charges (APC) paid by authors or their institutions. 0000002930 00000 n 0000078105 00000 n Since it is hard to clearly define what Big Data is, we do not impose a strict definition of Big Data in this special issue. Login / Register. This also forms the basis for the most used definition of big data, the three V: Volume, Velocity and Variety as shown in Figure 1. Home | %PDF-1.4 %���� 27, Big Data in Psychology: Introduction to the Special Issue, Lisa L. Harlow, University of Rhode IslandFollow It is hard to remember that only 30 years ago, e-market innovation was led, not by marketing and commerce, but by the financial sector. 0000016983 00000 n 0000077032 00000 n Guest Editors’ Introduction: Special Issue on Big Data Intelligence and Computing Guest Editors’ Introduction: Special Issue on Big Data Intelligence and Computing Kobusińska, Anna; Hsu, Ching-Hsien 2016-09-01 00:00:00 FOUNDATIONS Vol. 77 0 obj <> endobj The introduction to this special issue on psychological research involving big data summarizes the highlights of 10 articles that address a number of important and inspiring perspectives, issues, and applications. 0000027150 00000 n In his report Big Data in Big Companies, IIA Director of Research Tom Davenport interviewed more than 50 businesses to understand how they used big data. Applications of Big Data. > In their best seller book ‘Big Data: A Revolution That Will Transform How We Live, Work, and Think’ (2013) Mayer-Schönberger and Cukier … Introduction to the Special Issue on Innovations and Sustainability Author(s): Lee, Hau; Zhang, Hongtao 2019 Guest Editors’ Introduction: Special Issue on Big Data Systems on Emerging Architectures Abstract: The papers in this special section focus on Big Data systems and emerging architectures. 0000031135 00000 n Big data in psychology: Introduction to the special issue. Advanced Search Citation Search. 0000016155 00000 n 0000100357 00000 n BibTex. The journal examines the challenges facing big data today and going forward including, but not limited to: data capture and storage; search, sharing, and analytics; big … GO TO SECTION. 0000019085 00000 n 0000025364 00000 n 0000077640 00000 n 167 0 obj <>stream Editor: James She. 15, No. Search term. For example, big data helps insurers better assess risk, create new pricing policies, make highly personalized offers and be more proactive about loss prevention. 0000005798 00000 n Special Issue on Big Data Big data is transforming our lives, but it is also placing an unprecedented burden on our compute infrastructure. Previous Issue | Next Issue. This special issue offers a critical dialogue around the myriad political dimen-sions of Big Data. Doing so assists in grounding big data research in sound theory and practice, as well as in affording effective data retrieval and analysis. My Account | Big data has the potential of offering valuable insights into the way organizations function, and it is changing the way organizations make decisions. Among various big-data challenges, high performance is a must, not an option. 1828 Accesses. Below we describe the contributions to this special issue, grouped into three broad clusters: uses of naturalistic or crowdsourced data, methodological advances (with an emphasis on improving data analyzability), and the creation of new data resources. 0000015897 00000 n The story of how data became big starts many years before the current buzz around big data. Introduction: Special issue on computational intelligence methods for big data and information … 0000005291 00000 n Special Issue: Big Data and Firm Performance. 0000054242 00000 n Focus of the Special Issue, Aims, and Scope The availability of Big Data is more and more common in many fields including business, computer science, government, social and behavioral sciences, and psychology. 0000100899 00000 n Pages: 217-515. The introduction to this special issue on psychological research involving big data summarizes the highlights of 10 articles that address a number of important and inspiring perspectives, issues, and applications. 0000079234 00000 n Abstract ; Full Text(HTML) Related Papers; Citation: Yang Yu. 0000028234 00000 n ; Rapid Publication: manuscripts are peer-reviewed and a first … 0000026609 00000 n 0000070800 00000 n The articles presented in this special issue look at a diverse set of Artificial Intelligence and Big Data challenges. Identifying, addressing, and being sensitive to ethical considerations when analyzing large datasets gained from public or private sources. Security challenges of big data are quite a vast issue that deserves a whole other article dedicated to the topic. Production and Operations … 0000101624 00000 n Jenifer Sunrise Winter, Introduction to the Special Issue: Digital Inequalities and Discrimination in the Big Data Era, Journal of Information Policy, Vol. 0000006824 00000 n 0000078312 00000 n J. Christopher Westland 1 Electronic Commerce Research volume 18, page 201 (2018)Cite this article. Type of import. He found they got value in the following ways: Cost reduction. 0000019742 00000 n 0000051099 00000 n 0000041098 00000 n 2. We were pleased that many contributions could be placed in more than one cluster. This impact arises from the meeting of three forces: data availability, data heterogeneity, and data … The introduction to this special issue on psychological research involving big data summarizes the highlights of 10 articles that address a number of important and inspiring perspectives, issues, and applications. 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