A spatial decision support framework for equitable sensor network distribution in the smart city Article Swipe
Eman Zied Abozied
,
Caitlin Robinson
,
Rachel S. Franklin
,
Kate Court
,
Jack Roberts
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1111/geoj.12605
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1111/geoj.12605
This paper introduces a proof‐of‐concept spatial decision support system (SDSS) that assists decision‐makers to generate equitably distributed sensor networks and evaluate their placement with reference to specific population‐based coverage criteria. Our approach centres equity in infrastructure distribution; we focus on the decision‐making process required to achieve the best possible sensor coverage of the geographical area for selected vulnerable populations and visualise trade‐offs in coverage inherent in infrastructure distribution. The development of the tool brings together expertise from quantitative geography, urban planning, data science and software engineering, and its technical development is underpinned and shaped by interviews with decision‐makers and their iterative feedback. Through this, we ask: how can decision support tools help with the work of building equitable infrastructure? As well as a technical application, our approach develops a conceptual framework for evaluating sensor network purpose and distribution before actual placement. The unique combination of distribution algorithms, user interface and decision‐maker input, developed by an interdisciplinary team, offers a novel approach to sensor network conceptualisation and generation. Our research contributes to the understanding of the distribution of essential infrastructure and can be repurposed for any sensor type and geographical location to promote equity in infrastructure distribution.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1111/geoj.12605
- https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/geoj.12605
- OA Status
- hybrid
- Cited By
- 4
- References
- 44
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4401376350
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4401376350Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1111/geoj.12605Digital Object Identifier
- Title
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A spatial decision support framework for equitable sensor network distribution in the smart cityWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2024Year of publication
- Publication date
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2024-08-05Full publication date if available
- Authors
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Eman Zied Abozied, Caitlin Robinson, Rachel S. Franklin, Kate Court, Jack RobertsList of authors in order
- Landing page
-
https://doi.org/10.1111/geoj.12605Publisher landing page
- PDF URL
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https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/geoj.12605Direct link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
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hybridOpen access status per OpenAlex
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https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/geoj.12605Direct OA link when available
- Concepts
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Computer science, Decision support system, Equity (law), Iterative and incremental development, Process (computing), Wireless sensor network, Data science, Data mining, Software engineering, Political science, Operating system, Law, Computer networkTop concepts (fields/topics) attached by OpenAlex
- Cited by
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4Total citation count in OpenAlex
- Citations by year (recent)
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2025: 4Per-year citation counts (last 5 years)
- References (count)
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44Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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| referenced_works | https://openalex.org/W2058499484, https://openalex.org/W2591623141, https://openalex.org/W2600998139, https://openalex.org/W3203499652, https://openalex.org/W1530376618, https://openalex.org/W2752641760, https://openalex.org/W3045398263, https://openalex.org/W3184535075, https://openalex.org/W4292235870, https://openalex.org/W2275905476, https://openalex.org/W2998025886, https://openalex.org/W2092489310, https://openalex.org/W3035898904, https://openalex.org/W2898199682, https://openalex.org/W2804870346, https://openalex.org/W2950589030, https://openalex.org/W2358802965, https://openalex.org/W2802487675, https://openalex.org/W627091442, https://openalex.org/W2923927328, https://openalex.org/W4234321516, https://openalex.org/W2952646939, https://openalex.org/W3080158894, https://openalex.org/W3117268152, https://openalex.org/W2942450469, https://openalex.org/W3088418561, https://openalex.org/W4285730892, https://openalex.org/W3065005480, https://openalex.org/W1984234945, https://openalex.org/W3125181003, https://openalex.org/W4252422841, https://openalex.org/W4366979860, https://openalex.org/W2606114162, https://openalex.org/W3166645782, https://openalex.org/W2975409173, https://openalex.org/W2111049637, https://openalex.org/W140828378, https://openalex.org/W2991031008, https://openalex.org/W1998382499, https://openalex.org/W2898845830, https://openalex.org/W4230171184, https://openalex.org/W2037770017, https://openalex.org/W4307286328, https://openalex.org/W3036185160 |
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| corresponding_author_ids | https://openalex.org/A5047226508 |
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