A Framework of Spatial Decision Support System (SDSS) for Crime Investigations

  • Ahmad Faiz Ghazali
  • Aishah Suhaimi
  • Noor Maizura Mohamad Noor
  • Astari Retnowardhani

Abstract

Crime investigation have gained attention among multidisciplinary domain experts due to severity of impact to strategic decision making and crime management. Current study develops decision support tools by introducing spatial decision support system for investigating crime. Spatial analysis can be integrated into decision support system for robust analysis. Spatial decision support system framework comprises of four main components; (I) database, (ii) knowledge-base, (iii) user interface and (iv) knowledge base. Spatial analysis involve location-based point in order to identify crime distribution. SCRIVIS-DSS is divided into three modules; from pattern identification module to information visualization module followed by decision making module. Therefore, this effort could be served as basis to spatial component to assist decision makers in crime investigation.

References

Agostini, P., L. Pizzol, A. Critto, M. D'Alessandro, A. Zabeo and A. Marcomini (2012). "Regional risk assessment for contaminated sites Part 3: Spatial decision support system." Environment International 48: 121-132.
Ahmadisharaf, E., A. J. Kalyanapu and E.-S. Chung (2016). "Spatial probabilistic multi-criteria decision making for assessment of flood management alternatives " Journal of Hydrology 533: 365-378.
Arias-Hidalgo, M., G. Villa-Cox, A. van Griensven, G. Solórzano, R. Villa-Cox, A. E. Mynett and P. Debels (2013). "A decision framework for wetland management in a river basin context: The "Abras de Mantequilla" case study in the Guayas River Basin, Ecuador." Environmental Science and Policy.
Balogun, T., H. Okke and C. Chukwukere (2014). "Crime Mapping in Nigeria Using GIS." Journal of Geographic Information System 6: 453-466.
Chakhar, S. and V. Mousseau (2008). Multicriteria decision making, spatial. Encyclopedia of GIS. S. Shekhar, Xiong, H. (Eds.), Springer: 747-758.
Ester and Brantingham (2014) Ester, M. and P. Brantingham (2014). Spatially Embedded Co offence Prediction Using Supervised Learning. Proceedings of the 20th ACMSIGKDD International Conference on Knowledge Discovery and Data Mining
Ezzati et al. (2016) Ezzati, S., A. Najafi and P. Bettinger (2016). "Finding feasible harvest zones in mountainous areas using integrated spatial multi-criteria decision analysis." Land Use Policy 59: 478-491
Ferretti, V. and G. Montibeller (2016). "Key challenges and meta-choices in designing and applying multi-criteria spatial decision support systems." Decision Support Systems 84: 41-52
Fetzer, M. D. (2011). Carrying weapons for protection in the workplace: findings from the National Crime Victimization Survey, Workplace Risk Supplement. Albany, State University of New York: 100.
Jiang, J., P. Wang, W.-s. Lung, L. Guo and M. Li (2012). "A GIS-based generic real-time risk assessment framework and decision tools for chemical spills in the river basin." Journal of Hazardous Materials 227–228: 280-291.
Ghazali, A. F., Alias, S., and Amran, Z. A. (2020), Decision Support Systems in a Smart City: A Review, International Conference on Industry 4.0: A Global Revolution in Business, Technology, and Productivity, SEGi University, Kota Damansara, Malaysia.
Ghazali, A. F., Suhaimi, A. (2022), The Emerging Technology of Blockchain for Decision-Makers in Supply Chain Management, International Journal of Business and Technology Management, 4(3), 487-497.
Ghazali, A. F., Suhaimi, A. (2022), Modeling SCOPUS Trend of Decision Support Systems in Energy: A Bibliometric Analysis, International Journal of Advanced Research in Engineering Innovation, 4(4), 44-57.
Ghazali, A. F., Suhaimi, A. (2020), Visual Decision Support System for Food Security, ASEAN Workshop on Information Science and Technology (AWIST2020).
Ghazali, A. F., Suhaimi, A., and Wahab, S. F (2022), Data Visualization of Decision Support Systems Research in Sustainability: A Bibliometric Analysis, International Journal of Advanced Research in Technology and Innovation, 4(3).
Ghazali, A. F., Noor, N. M. N., Mohemad, R., and Saman, M. Y. M. (2016), Development of a Decision Support System with Risk: Supporting Police and Government in Crime Prevention, Research Journal of Applied Sciences, 11(6), 340-344.
News24 (2014) News24, retrieved 2016, dated 4th December 2014. (2014). "Housebreaking most feared crime survey." Retrieved 13th February, 2016, from http://www.news24.com/SouthAfrica/News/Housebreaking-most-feared-crime-survey-20141204
Niekerk et al. (2016) Niekerk, A. v., D. d. Plessis and I. Boonzaaier (2016). "Development of a multi-criteria spatial planning support system for growth potential modelling in the Western Scape, Southern Africa." Land Use Policy 50: 179-193.
Oatley, G., B. Ewart and J. Zeleznikow (2006). "Decision support systems for police: Lessons from the application of data mining techniques to “soft” forensic evidence." Artificial Intelligence and Law 14(1-2): 35-100.
Palmisanoa et al. (2016) Palmisanoa, G. O., K. Govindanb, A. Boggiac, R. V. Loisi, A. D. B. a and R. Romaa (2016). "Local Action Groups and Rural Sustainable Development. A spatial multiple criteria approach for efficient territorial planning." Land Use Policy 59: 12-26.
Pollock, W., H.-J. Joo and B. Lawton (2010). "Juvenile arrest rates for burglary: A routine activities approach." Journal of Criminal Justice 38: 572-579.3.
Power (2008). Decision Support Systems: A Historical Overview. Burstein, Springer.
Power, D. J. (2005). Decision Support Systems Concept. Encyclopedia of Information Scienc and Technology. K.-P. Mehdi. Hersheys, PA, USA, IGI Global: 750-753.
Power, D. J. (2007). "A Brief History of Decision Support Systems." version 4.0. Retrieved 21st November 2016, from http://DSSResources.com/history/dsshistory.html
Power, D. J. and R. Sharda (2007). "Model-driven decision support systems: concepts and research directions." Decision Support Systems 43: 1044-1061.
Power, D. J. and R. Sharda (2009). Decision Support Systems, Springer Berlin Heidelberg.
Suhaimi, A., Othman, A. A., Sundram, V. P. K., and Ghazali, A. F. (2021), Consumers’ purchase decision based on intrinsic and extrinsic factors related to food safety issues: A review, IOP Conference Series: Earth and Environmental Science, 756(1) 012010.
Suhaimi, A., and Ghazali, A. F. (2022), Data-driven Insights from Visualization of Bibliometric Analysis on Consumer Purchase Decision, Asian Journal of Research in Business and Management, 4(3), 619-631.
Tabrizi, L. R. and A. Madanipour (2006). "Crime and the city: Domestic burglary and the built environment in Tehran " Habitat International 30: 932-944.
Weenen, T. C., A. Jentink, E. S. Pronker, H. R. Commandeur and E. Claassen (2013). "A decision framework to evaluate intellectual property strategies in the medical nutrition market." PharmaNutrition 1: 65-72.
Winkler, J. A., S. Thornsbury and M. A. e. al. (2010). "A conceptual framework for multi-regional climate change assessments for international market systems with long term investments." Climatic Change 103: 445-470.
Yao, R. T., D. R. Harrison, S. J. Velarde and L. E. Barry (2016). "Validation and enhancement of a spatial economic tool for assessing ecosystem services provided by planted forests." Forest Policy and Economics 72: 122-131.
Published
2023-06-01
How to Cite
GHAZALI, Ahmad Faiz et al. A Framework of Spatial Decision Support System (SDSS) for Crime Investigations. International Journal of Business and Technology Management, [S.l.], v. 5, n. 2, p. 1-7, june 2023. ISSN 2682-7646. Available at: <https://myjms.mohe.gov.my/index.php/ijbtm/article/view/22523>. Date accessed: 27 may 2024.
Section
Articles