Dolap 2011

Cuzzocrea, Alfredo; Davis, Karen; Song, Il‐Yeol

doi:10.1145/2063576.2064055

Cited by 1 publication

(4 citation statements)

References 14 publications

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“…Current developments in the area of storage [13] [14] provide an alternative for managing large volumes distributed in different storage media, which however are limited by the heterogeneity of the different types of data. Proposals made in this document provide a solution for these semantic constraints in the context of specific data, by integrating other technologies, such as database services (DaaS) [15] [7], which also allow manipulation of metadata and integrate different types of information, enabling the development of applications and interfaces that automate the recording and metadata generation. In addition, the technology database allows inheriting mechanisms to ensure the confidentiality of information regarding experimental subjects, the analysis, and conclusions of the records, research, and researchers.…”

Section: Discussionmentioning

confidence: 99%

“…'Big Data refers to enormous amounts of unstructured data produced by high-performance applications falling in a wide and heterogeneous family of application scenarios' [7] . On the other hand, the problem of big data can be discerned as two distinct problems: Big data collections and Big Data objects [8] .…”

Section: The Eeg Records and Their Relation To The Area Of Big Datamentioning

confidence: 99%

“…McKinsey Global Institute [11] , the potential of Big Data is mainly in five sectors: Healthcare, Public Sector, Retail, Manufacturing and Personal Location Data. Moreover, the research trends in the field of Big Data analytics, point to the heterogeneity of the data and subsequent incongruity that occurs in highly unstructured data; the scalability; the combination of RDBMS and NoSQL Database Query Optimization Systems Issues in HiveQ [7].…”

Section: The Eeg Records and Their Relation To The Area Of Big Datamentioning

confidence: 99%

“…Although there storage formats for EEG records, such as the European Data Format (EDF), these records are rather unstructured nature. "In order to design meaningful analytics, it is mandatory that big data input sources are transformed into a suitable, structured format" [7].…”

Section: The Eeg Records and Their Relation To The Area Of Big Datamentioning

confidence: 99%

See 3 more Smart Citations

A Solution for Problems in the Organization, Storage and Processing of Large Data Banks of Physiological Variables

Palominos

Díaz

Córdova

et al. 2017

INT J COMPUT COMMUN

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The proliferation and popularization of new instruments for measuring different types of electrophysiological variables have generated the need to store huge volumes of information, corresponding to the records obtained by applying this instruments on experimental subjects. Together with this must be added the data derived from the analysis and purification processes. Moreover, several stages involved in the processing of data is associated with one or more specific methods related to the area of research and to the treatment at which the base information (RAW) is subjected. As a result of this and with the passage of time, various problems occur, which are the most obvious consequence of that data and metadata derived from the treatment processes and analysis and can end up accumulating and requiring more storage space than the base data. In addition, the enormous amount of information, as it increases over time, can lead to the loss of the link between the processed data, the methods of treatment used, and the analysis performed so that eventually all becomes simply a huge repository of biometric data, devoid of meaning and sense. This paper presents an approach founded on a data model that can adequately handle different types of chronologies of physiological and emotional information, ensuring confidentiality of information according to the experimental protocols and relevant ethical requirements, linking the information with the methods of treatment used and the technical and scientific documents derived from the analysis. Consequently, the need to generate specific data model is justified by the fact that the tools currently associated with the storage of large volumes of information are not able to take care of the semantic elements that make up the metadata and information relating to the analysis of base records of physiological information. This work is an extension of our paper [25].

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Section: Discussionmentioning

confidence: 99%

Section: The Eeg Records and Their Relation To The Area Of Big Datamentioning

confidence: 99%

Section: The Eeg Records and Their Relation To The Area Of Big Datamentioning

confidence: 99%

Section: The Eeg Records and Their Relation To The Area Of Big Datamentioning

confidence: 99%

See 2 more Smart Citations

A Solution for Problems in the Organization, Storage and Processing of Large Data Banks of Physiological Variables

Palominos

Díaz

Córdova

et al. 2017

INT J COMPUT COMMUN

View full text Add to dashboard Cite

show abstract

Dolap 2011

Cited by 1 publication

References 14 publications

A Solution for Problems in the Organization, Storage and Processing of Large Data Banks of Physiological Variables

A Solution for Problems in the Organization, Storage and Processing of Large Data Banks of Physiological Variables

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