Role of pre-processing in textual data fusion: Learn from the croydon tram tragedy

Mohd Haniff Osman, Sakdirat Kaewunruen

Research output: Contribution to journalArticle

Abstract

Tram/train derailment subject to human mistakes makes investments in an advanced control room as well as information gathering system exaggerated. A disaster in Croydon in year 2016 is recent evidence of limitation of the acquired systems to mitigate human shortcoming in disrupted circumstances. One intriguing way of resolution could be is to fuse continuous online textual data obtained from tram travelers and apply the information for early cautioning of risk discovery. This resolution conveys our consideration regarding a resource of data fusion. The focal subject of this paper is to discuss about role of pre-processing ventures in a low-level data fusion that have been distinguished as a pass to avoid time and exertion squandering amid information retrieval. Inclines in online text data pre-processing is reviewed which comes about an outline suggestion that concede traveler's responses through social media channels. The research outcome shows by a case of data fusion could go about as an impetus to railway industry to effectively partake in data exploration and information investigation.

Original languageEnglish
Article number30
JournalFrontiers in Built Environment
Volume4
DOIs
Publication statusPublished - 22 Aug 2018

Fingerprint

Data fusion
Processing
Derailments
Electric fuses
Information retrieval
Disasters
Information systems
social media
information retrieval
railway
train
German Federal Railways
disaster
Industry
information system
industry
resource
resources
evidence

Keywords

  • Alert system
  • Data fusion
  • Disruption
  • Microsleep
  • Risk mitigation
  • Social media
  • Text processing
  • Tram accident

ASJC Scopus subject areas

  • Geography, Planning and Development
  • Urban Studies
  • Building and Construction

Cite this

Role of pre-processing in textual data fusion : Learn from the croydon tram tragedy. / Osman, Mohd Haniff; Kaewunruen, Sakdirat.

In: Frontiers in Built Environment, Vol. 4, 30, 22.08.2018.

Research output: Contribution to journalArticle

@article{4296f1ec11864c15ab87d38d12ad0603,
title = "Role of pre-processing in textual data fusion: Learn from the croydon tram tragedy",
abstract = "Tram/train derailment subject to human mistakes makes investments in an advanced control room as well as information gathering system exaggerated. A disaster in Croydon in year 2016 is recent evidence of limitation of the acquired systems to mitigate human shortcoming in disrupted circumstances. One intriguing way of resolution could be is to fuse continuous online textual data obtained from tram travelers and apply the information for early cautioning of risk discovery. This resolution conveys our consideration regarding a resource of data fusion. The focal subject of this paper is to discuss about role of pre-processing ventures in a low-level data fusion that have been distinguished as a pass to avoid time and exertion squandering amid information retrieval. Inclines in online text data pre-processing is reviewed which comes about an outline suggestion that concede traveler's responses through social media channels. The research outcome shows by a case of data fusion could go about as an impetus to railway industry to effectively partake in data exploration and information investigation.",
keywords = "Alert system, Data fusion, Disruption, Microsleep, Risk mitigation, Social media, Text processing, Tram accident",
author = "Osman, {Mohd Haniff} and Sakdirat Kaewunruen",
year = "2018",
month = "8",
day = "22",
doi = "10.3389/fbuil.2018.00030",
language = "English",
volume = "4",
journal = "Frontiers in Built Environment",
issn = "2297-3362",
publisher = "Frontiers Media S. A.",

}

TY - JOUR

T1 - Role of pre-processing in textual data fusion

T2 - Learn from the croydon tram tragedy

AU - Osman, Mohd Haniff

AU - Kaewunruen, Sakdirat

PY - 2018/8/22

Y1 - 2018/8/22

N2 - Tram/train derailment subject to human mistakes makes investments in an advanced control room as well as information gathering system exaggerated. A disaster in Croydon in year 2016 is recent evidence of limitation of the acquired systems to mitigate human shortcoming in disrupted circumstances. One intriguing way of resolution could be is to fuse continuous online textual data obtained from tram travelers and apply the information for early cautioning of risk discovery. This resolution conveys our consideration regarding a resource of data fusion. The focal subject of this paper is to discuss about role of pre-processing ventures in a low-level data fusion that have been distinguished as a pass to avoid time and exertion squandering amid information retrieval. Inclines in online text data pre-processing is reviewed which comes about an outline suggestion that concede traveler's responses through social media channels. The research outcome shows by a case of data fusion could go about as an impetus to railway industry to effectively partake in data exploration and information investigation.

AB - Tram/train derailment subject to human mistakes makes investments in an advanced control room as well as information gathering system exaggerated. A disaster in Croydon in year 2016 is recent evidence of limitation of the acquired systems to mitigate human shortcoming in disrupted circumstances. One intriguing way of resolution could be is to fuse continuous online textual data obtained from tram travelers and apply the information for early cautioning of risk discovery. This resolution conveys our consideration regarding a resource of data fusion. The focal subject of this paper is to discuss about role of pre-processing ventures in a low-level data fusion that have been distinguished as a pass to avoid time and exertion squandering amid information retrieval. Inclines in online text data pre-processing is reviewed which comes about an outline suggestion that concede traveler's responses through social media channels. The research outcome shows by a case of data fusion could go about as an impetus to railway industry to effectively partake in data exploration and information investigation.

KW - Alert system

KW - Data fusion

KW - Disruption

KW - Microsleep

KW - Risk mitigation

KW - Social media

KW - Text processing

KW - Tram accident

UR - http://www.scopus.com/inward/record.url?scp=85064672922&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85064672922&partnerID=8YFLogxK

U2 - 10.3389/fbuil.2018.00030

DO - 10.3389/fbuil.2018.00030

M3 - Article

AN - SCOPUS:85064672922

VL - 4

JO - Frontiers in Built Environment

JF - Frontiers in Built Environment

SN - 2297-3362

M1 - 30

ER -