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Semantic Web in data mining and knowledge discovery: A comprehensive survey

Petar Ristoski, Heiko Paulheim
2016 Journal of Web Semantics  
Therefore, many approaches have been proposed in this area that combine Semantic Web data with the data mining and knowledge discovery process.  ...  Data Mining and Knowledge Discovery in Databases (KDD) is a research field concerned with deriving higher-level insights from data.  ...  Acknowledgment The work presented in this paper has been partly funded by the German Research Foundation (DFG) under grant number PA 2373/1-1 (Mine@LOD).  ... 
doi:10.1016/j.websem.2016.01.001 fatcat:yz26fm667jbtbgzmdvd4hswopi

Semantic Web in Data Mining and Knowledge Discovery: A Comprehensive Survey

Petar Ristoski, Heiko Paulheim
2016 Social Science Research Network  
Therefore, many approaches have been proposed in this area that combine Semantic Web data with the data mining and knowledge discovery process.  ...  Data Mining and Knowledge Discovery in Databases (KDD) is a research field concerned with deriving higher-level insights from data.  ...  Acknowledgment The work presented in this paper has been partly funded by the German Research Foundation (DFG) under grant number PA 2373/1-1 (Mine@LOD).  ... 
doi:10.2139/ssrn.3199217 fatcat:flyrsd5wonfqhbxbqmyfb7u25e

A COMPREHENSIVE SURVEY ON DATA MINING

Kautkar Rohit A .
2014 International Journal of Research in Engineering and Technology  
In this paper our focusing on surveillance of a nimble arising field data mining which is also known as knowledge discovery from data (KDD).  ...  like web, content and structure mining.  ...  A. Anwat who directed me in right way for penning above work.  ... 
doi:10.15623/ijret.2014.0308029 fatcat:wocksx2jxnd4pdvgz6f7mh67xe

Business Process Management: A Comprehensive Survey

Wil M. P. van der Aalst
2013 ISRN Software Engineering  
The practical relevance of BPM and rapid developments over the last decade justify a comprehensive survey.  ...  This survey aims to structure these results and provide an overview of the state-of-the-art in BPM. In BPM the concept of a process model is fundamental.  ...  For example, existing data mining techniques are too data-centric to provide a comprehensive understanding of the end-to-end processes in an organization.  ... 
doi:10.1155/2013/507984 fatcat:nbrcrvwnwnh6rgttbyj7vy4xhm

A Comprehensive Survey on Resource Management in Internet of Things

Lokesh B Bhajantri, Gangadharaiah S.
2020 Journal of Telecommunications and Information Technology  
Additionally, this paper contains a comprehensive survey of the individual phases of resource management processes, focusing on resource modeling, resource discovery, resource estimation, and resource  ...  Efficient resource management is a challenging task in distributed systems, such as the Internet of Things, fog, edge, and cloud computing.  ...  The author discusses about challenges related to data modeling, information exchange, semantic annotation and semantic discovery of data sources, semantic reasoning and interpretation, as well as knowledge  ... 
doi:10.26636/jtit.2020.145220 fatcat:noj75owhgbd2pe4oktinbpv3ga

Automatic Extraction of Causal Relations from Natural Language Texts: A Comprehensive Survey [article]

Nabiha Asghar
2016 arXiv   pre-print
In this paper, we provide a comprehensive survey of causal relation extraction techniques from both paradigms, and analyse their relative strengths and weaknesses, with recommendations for future work.  ...  Machines are now expected to learn generic causal extraction rules from labelled data with minimal supervision, in a domain independent-manner.  ...  CONCLUSION & FUTURE WORK In this paper, we have presented a comprehensive survey of research literature, spanning the last three decades, on the automatic extraction of causal relations from the two paradigms  ... 
arXiv:1605.07895v1 fatcat:mpu3bxvuwrhzvl7psaz3xx56ay

Web Page Ranking Using Web Mining Techniques: A Comprehensive Survey

Prem Sagar Sharma, Divakar Yadav, R. N. Thakur, M. Praveen Kumar Reddy
2022 Mobile Information Systems  
Web mining plays a vital role in computing the rank of web pages. This article presents web mining types, techniques, tools, algorithms, and their challenges.  ...  Further, it provides a critical comprehensive survey for the researchers by presenting different features of web pages, which are essential to check their quality.  ...  Data mining techniques as shown in Figure 3 [ [25] [26] [27] [28] are used to fetch and discover relevant information automatically from web pages and web services in web mining.  ... 
doi:10.1155/2022/7519573 fatcat:ii5hv54a75bn7dsoevgli3jzc4

Peer-to-Peer based Social Networks: A Comprehensive Survey [article]

Newton Masinde, Kalman Graffi
2020 arXiv   pre-print
communication, access control and general-purpose extensibility, features that are not addressed in other P2P surveys.  ...  As a zero-trust alternative, peer-to-peer (P2P) technologies promise networks that are self organizing and secure-by-design, in which the final data sovereignty lies at the corresponding user.  ...  a comprehensive survey of a number of the proposed P2P-based OSNs. 6) We provide a roadmap for possible future research into P2P-based OSNs.  ... 
arXiv:2001.02611v2 fatcat:nrvp45dy3rbnhmajtvqiect3ty

Intelligent Tutoring Systems: A Comprehensive Historical Survey with Recent Developments [article]

Ali Alkhatlan, Jugal Kalita
2018 arXiv   pre-print
This paper is a literature review that provides the following: First, a review of the history of ITS along with a discussion on the interface between human learning and computer tutors and how effective  ...  ITSs are computer programs that use artificial intelligence techniques to enhance and personalize automation in teaching.  ...  Data Mining in ITSs Data mining or knowledge discovery in databases as it is alternatively called, is the process of analyzing large amounts of data for the purpose of extracting and discovering useful  ... 
arXiv:1812.09628v1 fatcat:ww7ar4uqxfdihkbcoskuiyidzi

A comprehensive survey on formal concept analysis, its research trends and applications

Prem Kumar Singh, Cherukuri Aswani Kumar, Abdullah Gani
2016 International Journal of Applied Mathematics and Computer Science  
theory, triadic, factor concepts and handling incomplete data.  ...  Further, the theory of FCA is being extended into different frontiers and augmented with other knowledge representation frameworks.  ...  A comprehensive survey on formal concept analysis, its research trends and applications 507 the terminological part (TBox) and the assertional part (ABox).  ... 
doi:10.1515/amcs-2016-0035 fatcat:4mfnh6wc7rfvdp7awfurmybku4

A Comprehensive Survey on Community Detection with Deep Learning [article]

Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cecile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu
2021 arXiv   pre-print
in handling high dimensional network data.  ...  Hence, a comprehensive overview of community detection's latest progress through deep learning is timely to academics and practitioners.  ...  It, therefore, enables knowledge discoveries via the state-of-theart machine learning and data mining techniques.  ... 
arXiv:2105.12584v2 fatcat:matipshxnzcdloygrcrwx2sxr4

Mobile crowd sensing architectural frameworks: A comprehensive survey

Malamati Louta, Konstantina Mpanti, George Karetsos, Thomas Lagkas
2016 2016 7th International Conference on Information, Intelligence, Systems & Applications (IISA)  
The aim of this paper is to survey representative mobile crowd sensing applications and frameworks proposed in related research literature, analyze their distinct features and discuss on their relative  ...  merits and weaknesses, highlighting also potential solutions, in order to take a step closer to the definition of a unified MCS architectural framework.  ...  Sensor meta-data originating from heterogeneous sources and domains are treated through semantic web technologies in order to efficiently address inherent incompatibilities and allow for the combination  ... 
doi:10.1109/iisa.2016.7785385 dblp:conf/iisa/LoutaMKL16 fatcat:3dhrmp3pqfgu7jigtdjnkexgny

Peer-to-Peer-Based Social Networks: A Comprehensive Survey

Newton Masinde, Kalman Graffi
2020 SN Computer Science  
As a third point, it gives a comprehensive analysis of proposed P2P-based online social network applications, frameworks and architectures by exploring the technical details, inter-dependencies and maturity  ...  , secure communication, access control and general-purpose extensibility, which are not properly addressed in other P2P surveys.  ...  Figure 4 is an overview of the indexing mechanisms used in resource discovery. In the following, we describe the semantic-free, semantic and multidimensional indexing mechanisms.  ... 
doi:10.1007/s42979-020-00315-8 fatcat:iwktgohkjbdalmalaj5h3lulri

In Search of Big Medical Data Integration Solutions -A Comprehensive Survey

Houssein Dhayne, Rafiqul Haque, Rima Kilany, Yehia Taher
2019 IEEE Access  
The data-intensive industries have been experiencing a wide variety of challenges in terms of processing, managing, and analysis of data.  ...  Data integration is critically important within the healthcare sector because it enriches data, enhances its value, and more importantly paves a solid foundation for highly efficient and effective healthcare  ...  What we instead aim to provide in this paper is a comprehensive survey of Big Data integration from different standpoints.  ... 
doi:10.1109/access.2019.2927491 fatcat:6ooixehrznfdnbwghzfeds3mky

A Comprehensive Survey of Antiforensics for Network Security [chapter]

Rahul Chandran, Wei Yan
2013 Managing Trust in Cyberspace  
The data-mining techniques utilized in IDS help in pattern analysis [90] , sequence analysis, and identify attacks in an effective manner [91] .  ...  Corporate security mainly deals with securing the key assets of the company in which the data, valuable information, and knowledge of how the information can be used [32] .  ... 
doi:10.1201/b16318-21 fatcat:gkc66uvjbbh55ixfxqapdoevnu
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