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Foreword to the Special Issue: "Semantics for Big Data Integration"

Domenico Beneventano, Maurizio Vincini
2019 Information  
In recent years, a great deal of interest has been shown toward big data. Much of the work on big data has focused on volume and velocity in order to consider dataset size.  ...  This Special Issue aims at discussing emerging approaches from academic and industrial stakeholders for disseminating innovative solutions that explore how big data can leverage semantics, for example,  ...  Chinese Microblog Topic Detection through POS-Based Semantic Expansion, by Lianhong Ding, Bin Sun, and Peng Shi Recent progress made with web applications has witnessed the rapid development of microblogs  ... 
doi:10.3390/info10020068 fatcat:whjdf63ypzb7joy62mrb2ft7xa

Guest Editorial: Big Data Analytics and the Web

Quan Z. Sheng, Athanasios V. Vasilakos, Qi Yu, Lina Yao
2015 IEEE Transactions on Big Data  
Such Big Data are generated from all kinds of sources and applications such as social network services, cloud services, knowledge bases, and intelligent terminals, and often in a wide variety of formats  ...  L AST few years have seen the rapid increase of sheer amount of data produced and communicated over the Web.  ...  Such Big Data are generated from all kinds of sources and applications such as social network services, cloud services, knowledge bases, and intelligent terminals, and often in a wide variety of formats  ... 
doi:10.1109/tbdata.2016.2518778 fatcat:kzrmvmtur5e3vfdc7cnsbyaoja

Network Characteristics Analysis of Microblog Public Opinion

Lirong Qiu, Jie Li, Zhen Hai Zhang, Yi Lei Wang
2016 International Journal of Hybrid Information Technology  
This paper uses public opinion propagation structure of Sina microblog as research object, it sets up simulation model of public opinion propagation structures based on complex network theory.  ...  The paper also conducts research and analysis towards propagation quantity of the hot topic within 800 well-known spread microblog from 2013 to 2015, the paper establishes a community structure, through  ...  Acknowledgement This research has been supported by the Nature Science Foundation of Beijing (No. 4153062), the National Technology Support Program (2014BAK10B03) and the Program for New Century Excellent  ... 
doi:10.14257/ijhit.2016.9.10.21 fatcat:vksurdvanjh5ngnh2rctrccgma

Towards the Development of a Framework for Socially Responsible Software by Analyzing Social Media Big Data on Cloud Through Ontological Engineering

Alok Chauhan, V. Vijayakumar, Rajiv Vincent, K.V. Pradeep
2015 Procedia Computer Science  
More examples may be taken from literature dealing with microblog analytics, social semantic web, upper ontology for social web, and social-network-sourced big data analytics.  ...  In the present work, it is proposed to focus on analysis/monitoring of socially responsible behavior of social media big data and develop an upper level ontology as the framework/tool for such an analytics  ...  Microblog Analytics Social media big data analytics on cloud is going to be the next real challenge for computer scientists.  ... 
doi:10.1016/j.procs.2015.04.026 fatcat:plps7nr3pvbmzcsgjsbegkkamu

Network Media Public Opinion and Social Governance Supported by the Internet-of-Things Big Data

Yixin Zhao, Ruomu Miao, Mohammad Ayoub Khan
2022 Security and Communication Networks  
Based on the Internet of Things (IoT) and big data, this work applies Natural Language Processing (NLP) to NPO analysis.  ...  The purpose is to make for the traditional Network Public Opinion (NPO) analysis methods' inadequacy in the era of big data and provide a sufficient decision-making basis for managers.  ...  [15] studied the Attribute-Based Access Control (ABAC) of web crawlers to facilitate unrestricted Microblog text data access [15] . Dang et al.  ... 
doi:10.1155/2022/2459815 fatcat:5zjscf2axjfilld6csnqdxkoeq

Exploring Big Data Environment for Conversation Data Analysis and Mining on Microblogs [chapter]

Rami Belkaroui, Dhouha Jemal, Rim Faiz
2015 Advances in Intelligent Systems and Computing  
These services now embodies the leading and biggest repository containing millions of Big social Data that can be useful for many applications such as measure public sentiment, trends monitoring, reputation  ...  Today, social media services and multiplatform applications such as microblogs, forums and social networks gives people the ability to communicate, interact and generate content which establish social  ...  Conclusion Only Big Data applications can enable users to manage social conversations.  ... 
doi:10.1007/978-3-319-26690-9_30 fatcat:n5deq5c5cjaflbfvk7mw6skgte

Web Information Credibility: From Web 1.0 to Web 2.0

Jie Zhao, Xiaoyang Lu, Xueya Wang, Zheng Ma
2015 International Journal of u- and e- Service, Science and Technology  
Thus, in this paper we review the current advances in the researches on Web information credibility, including related systems and methods for Web 1.0 information as well as existing studies on microblog  ...  Web has been one of the major information sources in people's daily life.  ...  Acknowledgements This work is supported by the National Science Foundation of China (no. 71273010), the Doctor Start-up Fund of Anhui University, and the Academic Innovative Research Program of Anhui University  ... 
doi:10.14257/ijunesst.2015.8.7.16 fatcat:gsfhrhpkrfhsrcafmxin6qg5a4

Behavior Analysis of College Students on Using Microblog in Big Data Environment

Peng Yang, Wei Li
2019 IOP Conference Series: Materials Science and Engineering  
First, the data support can be provided for behavior analysis by the crawling of user information and content of Microblog.  ...  With the development of information technology in big data environment, the "closed" campus has gradually turned into an open campus, which brings a series of new opportunities and challenges for the student  ...  This paper designs and implements a master-slave distributed web spider platform for Microblog of college students, which supports the crawling of multi-class Microblog data.  ... 
doi:10.1088/1757-899x/569/5/052098 fatcat:2doee7jjwjbshplugsiouj7pxi

Editorial: Affective and sentimental computing

Haoran Xie, Tak-Lam Wong, Fu Lee Wang, Raymond Wong, Xiaohui Tao, Ran Wang
2019 International Journal of Machine Learning and Cybernetics  
In the current big data era, we have witnessed the rapid growth of a large amount of data from various platforms like social media communities, mobile applications, web content providers and so on.  ...  There has also been a wide range of potential applications, including financial market, communication studies, educational technologies, and so on of these techniques.  ...  In the current big data era, we have witnessed the rapid growth of a large amount of data from various platforms like social media communities, mobile applications, web content providers and so on.  ... 
doi:10.1007/s13042-019-00977-8 fatcat:5lsalifn6ncbflltqltb5hcazy

Participatory sensing-based semantic and spatial analysis of urban emergency events using mobile social media

Zheng Xu, Hui Zhang, Vijayan Sugumaran, Kim-Kwang Raymond Choo, Lin Mei, Yiwei Zhu
2016 EURASIP Journal on Wireless Communications and Networking  
Semantic analysis on microblog data is conducted and high-frequency keywords in different provinces are extracted for different stages of the event.  ...  With the advances of information communication technologies, it is critical to improve the efficiency and accuracy of emergency management systems through modern data processing techniques.  ...  , USA. 4 University of South Australia, Adelaide, Australia.  ... 
doi:10.1186/s13638-016-0553-0 fatcat:ldmif2iq2rg5hnlnohb54o3zue

Demonstration of Taghreed: A system for querying, analyzing, and visualizing geotagged microblogs

Amr Magdy, Louai Alarabi, Saif Al-Harthi, Mashaal Musleh, Thanaa M. Ghanem, Sohaib Ghani, Saleh Basalamah, Mohamed F. Mokbel
2015 2015 IEEE 31st International Conference on Data Engineering  
Taghreed is the first system that addresses all these challenges collectively for geotagged microblogs data.  ...  Taghreed supports a wide variety of queries on all microblogs attributes. In addition, it is able to manage a large number (billions) of microblogs for relatively long periods, e.g., months.  ...  However, TweeQL just provides a wrapping interface for Twitter streaming APIs without addressing the actual data management issues for microblogs big data.  ... 
doi:10.1109/icde.2015.7113390 dblp:conf/icde/0001AAMGGBM15 fatcat:khpz6ryvgbeqjijnsq65xvt2qm

Internet big data and capital markets: a literature review

Minjian Ye, Guangzhong Li
2017 Financial Innovation  
In addition, it presents a review of the research findings based on Internet big data in the field of capital markets and proposes suggestions for future studies in which big data can be applied to examine  ...  Conclusion: (1) Internet big data sources related to present capital market research can be categorized into forum-type data, microblog-type data and search class data. (2) As for research about investors  ...  His research interests are corporate governance, capital structure, and big data analysis. Guangzhong Li is a professor of finance at Sun Yat-Sen Business School, Sun Yat-Sen University.  ... 
doi:10.1186/s40854-017-0056-y fatcat:snfora4j4vblxpgi7pwvuspwwm

Supporting Efficient Social Media Search in Cyber-Physical Web

Lidan Shou, Sai Wu
2013 IEEE Data Engineering Bulletin  
In this paper, we propose a general framework for supporting social media search in the cyber-physical Web, or CPSS.  ...  With the proliferation of social media contents in the Web, a novel type of CPS applications allow users to link interesting objects in the physical world to the corresponding social media contents in  ...  We hope this paper would solicit attention from the research community to CPSS which we envision as a future paradigm for mobile Web search.  ... 
dblp:journals/debu/ShouW13 fatcat:qu5ml7qtrffx3n4fu3pbypfkfe

Conceptual usage model of big data generated by social media

Jolanta Sabaitytė, Roberta Karpovičiūtė
2020 Global Journal of Information Technology Emerging Technologies  
of big data analysis methods and analysis of big data applications generated by social media.  ...  The conceptual model creates preconditions for deeper knowledge of user-generated big data in nowadays' widely used communication platforms, as well as creation of the decision support tool for marketing  ...  The main types of social media that are highlighted in literature are social networks, web blogs, microblogs, content communities etc. [11], [19], [33] .  ... 
doi:10.18844/gjit.v10i2.4764 fatcat:gdtzon34bnfhlpcwinniwvlomu

A qualitative approach towards discovering microblogging practices of scientists

Barbara Kieslinger, Martin Ebner
2011 2011 14th International Conference on Interactive Collaborative Learning  
Therefore Grabeeter, a tool for collecting all public tweets of a person in various formats, has been adapted in order to obtain the data appropriate for a qualitative analysis following a grounded theory  ...  Although Microblogging (for instance Twitter) is still rather young compared to other traditional weblogging services there already exists quite a number of studies on its usage.  ...  The first part is a web application and second part of Grabeeter consists of a client application developed in "JavaFX6" technology for accessing the stored information on a client side.  ... 
doi:10.1109/icl.2011.6059547 fatcat:nbpboadvevhsnec6knfmftocde
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