Research Project: General Microdata Analysis - transports
Project leader
Kenneth Carling
Project Members
Diala Jomaa Asif Ur Rahman Kristin Svenson
Project Period
01-01-2012 -
Project Status
Present
Description
Research mainly involves the study of complex processes in business and industry and in social constructions – in particular, areas of research that are relevant for the region as well as non-urban areas along with transport, infrastructure, retail and tourism.
Central to this research profile is the creation and adaptation of tools to analyse these processes by means of developing advanced micro-data analysis methods and techniques. Microdata analysis is a multidisciplinary field that is concerned with the gathering, modelling, summarising and interpreting of large quantities of data and underlying algorithms, methods and techniques.
Microdata analysis comprises a number of collaborating fields such as Artificial Intelligence, Decision Support Systems, Resource Allocation, Data Modelling, Experimental Design, Focus Groups, Geographical Information Systems, Visualisation, Measurement Techniques, Optimisation, Prognoses, Simulation and Statistical Inference.
Research is carried out in close collaboration with regional and national companies and organisations in industries such as transport, manufacturing, tourism and retail, and these also act as financers and data providers. This collaboration and competence in micro-data analysis forms the basis of the Master’s Programme in Business Intelligence, the goal of which is to educate people so that they have specialised competence to work with decision support for management and other such managerial-level groups.
Keywords
Research Profile
Complex Systems - Microdata Analysis
Subject
Microdata Analysis
Financiers
Publications
Dougherty, Mark . Exploring traffic systems by elasticity analysis of neural networks , Part of: Neural Networks in Transport Applications , Taylor and Francis, 2019. Chapter of book.
Espegren, Yanina, Carling, Kenneth, Olsmats, Carl . Smart online grocery delivery and peri-urbanconsumers’ attitudes , Working papers in transport, tourism, information technology and microdata analysis , 2018. Report.
Carling, Kenneth, Håkansson, Johan, Meng, Xiangli, Rudholm, Niklas . The effect on CO2 emissions of taxing truck distance in retail transports , Transportation Research Part A , 2017, Vol. 97, 47-54. Article : refereed.
Zhao, Xiaoyun . Government vs Market in Sustainable Residential Development? : Microdata analysis of car travel, CO2 emission and residence location , Dalarna University, 2017. Doctoral thesis.
Jia, Tao, Håkansson, Johan . To what extent are CO2 emissions from intra-urban shopping trips by cars affected by drivers’ travel behaviour and store location? , Working papers in transport, tourism, information technology and microdata analysis , 2016. Report.
Zhao, Xiaoyun, Carling, Kenneth, Håkansson, Johan . Residential planning, driver mobility and CO2 emission , Working papers in transport, tourism, information technology and microdata analysis , 2016. Report.
Carling, Kenneth, Håkansson, Johan, Meng, Xiangli, Rudholm, Niklas . The effects of taxing truck distance on CO2 emissions from transports in retailing , Working papers in transport, tourism, information technology and microdata analysis , 2015. Report.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Meng, Xiangli, Rudholm, Niklas . Measuring transport related CO2 emissions induced by online and brick-and-mortar retailing , Transportation Research Part D , 2015, Vol. 40, 28-42. Article : refereed.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . Distance measure and the p-median problem in rural areas , Annals of Operations Research , 2015, Vol. 226, No. 1, 89-99. Article : refereed.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . Testing the gravity p -median model empirically , Operations Research Perspectives , 2015, Vol. 2, No. 124. Article : refereed.
Zhao, Xiaoyun, Rebreyend, Pascal, Håkansson, Johan . How does the complexity of a road network affect optimal facility locations? , Working papers in transport, tourism, information technology and microdata analysis , 2015. Report.
Zhao, Xiaoyun . On processing GPS tracking data of spatiotemporal car movements : a case study , Working papers in transport, tourism, information technology and microdata analysis , 2015. Report.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Meng, Xiangli, Rudholm, Niklas . Measuring CO2 emissions induced by online and brick-and-mortar retailing , Working papers in transport, tourism, information technology and microdata analysis , 2014. Report.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Meng, Xiangli, Rudholm, Niklas . Measuring CO2 emissions induced by online and brick-and-mortar retailing , HUI Working Papers , 2014. Report.
Jomaa, Diala, Dougherty, Mark, Yella, Siril, Edvardsson, Karin . Effectiveness of vehicle activated signs on mean speed and standard deviation of vehicle speed , Working papers in transport, tourism, information technology and microdata analysis , 2014. Report.
Landré, Martin . Using GIS to measure regional enlargement and strengthening in Sweden , Journal of Intelligent Transportation and Urban Planning , 2014, Vol. 2, No. 1, 41-50. Article : refereed.
Zhao, Xiaoyun, Carling, Kenneth, Håkansson, Johan . An Evaluation of the Reliability of GPS-Based Transportation Data , Working papers in transport, tourism, information technology and microdata analysis , 2014. Report.
Zhao, Xiaoyun . On processing GPS tracking data of car-movements in Borlänge, Sweden , Working papers in transport, tourism, information technology and microdata analysis , 2014. Report.
Carling, Kenneth, Håkansson, Johan, Jia, Tao . Out-of-town shopping and its induced CO2 -emissions , Working papers in transport, tourism, information technology and microdata analysis , 2013. Report.
Carling, Kenneth, Håkansson, Johan, Jia, Tao . Out-of-town shopping and its induced CO2 -emissions , Journal of Retailing and Consumer Services , 2013, Vol. 20, No. 4, 382-388. Article : refereed.
Carling, Kenneth, Håkansson, Johan, Rudholm, Niklas . Optimal retail location and CO2 -emissions , Applied Economics Letters , 2013, Vol. 20, No. 14, 1357-1361. Article : refereed.
Carling, Kenneth, Håkansson, Johan . A compelling argument for the gravity p-median model , European Journal of Operational Research , 2013, Vol. 226, No. 3, 658-660. Article : refereed.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan . Var ska sjukhusen ligga? , Ekonomiska samfundets tidskrift , 2013, No. 3, 165-171. Article : refereed.
Håkansson, Johan, Isacsson, Gunnar, Wieweg, Lena . Extended local labor markets due to high speed trains : Visualization of estimations in the Swedish national travel demand forecasting tool, SAMPERS , Working papers in transport, tourism, information technology and microdata analysis , 2013. Report.
Heldt Cassel, Susanna, Macuchova, Zuzana, Rudholm, Niklas, Rydell, Alexis . Willingness to commute long distance among job seekers in Dalarna, Sweden , Journal of Transport Geography , 2013, Vol. 28, 49-55. Article : refereed.
Jia, Tao, Carling, Kenneth, Håkansson, Johan . Trips and their CO2 emissions induced by a shopping center , Working papers in transport, tourism, information technology and microdata analysis , 2013. Report.
Jia, Tao, Carling, Kenneth, Håkansson, Johan . Trips and their CO2 emissions to and from a shopping center , Journal of Transport Geography , 2013, Vol. 33, 135-145. Article : refereed.
Landré, Martin, Håkansson, Johan . Rule versus interaction function : evaluating regional aggregations of commuting flows in Sweden , European journal of transport and infrastructure research , 2013, Vol. 13, No. 1, 1-19. Article : refereed.
Svenson, Kristin . Estimated lifetimes of road pavements in Sweden using time-to-event analysis , Working papers in transport, tourism, information technology and microdata analysis , 2013. Report.
Zhao, Xiaoyun, Carling, Kenneth, Dan, Zhiguang, Håkansson, Johan . Network density and the p -median solution , Working papers in transport, tourism, information technology and microdata analysis , 2013. Report.
Carling, Kenneth, Håkansson, Johan, Rudholm, Niklas . Optimal retail location and CO2 emissions , Working papers in transport, tourism, information technology and microdata analysis , 2012. Report.
Carling, Kenneth, Håkansson, Johan . Short Communication: A compelling argument for the gravity p -median model , Working papers in transport, tourism, information technology and microdata analysis , 2012. Report.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . Distance measure and the p -median problem in rural areas , Working papers in transport, tourism, information technology and microdata analysis , 2012. Report.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . An empirical test of the gravity p -median model , Working papers in transport, tourism, information technology and microdata analysis , 2012. Report.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan . Does Euclidean distance work well when the p -median model is applied in rural areas? , Annals of Operations Research , 2012, Vol. 201, No. 1, 83-97. Article : refereed.
Fleyeh, Hasan, Davami, Erfan, Jomaa, Diala . Segmentation of fingerprint images based on bi-level processing using fuzzy rules , Fuzzy Information Processing Society (NAFIPS), 2012 Annual Meeting of the North American : 2012. Conference paper : refereed.
Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . How does the use of different road networks effect the optimal location of facilities in rural areas? , Working papers in transport, tourism, information technology and microdata analysis , 2012. Report.
Jia, Tao, Jiang, Bin, Carling, Kenneth, Bohlin, Magnus, Ban, Yifang . An empirical study on human mobility and its agent-based modeling , Journal of Statistical Mechanics , 2012. Article : refereed.
Landré, Martin . Geoprocessing journey-to-work data : delineating commuting regions in Dalarna, Sweden , ISPRS International Journal of Geo-information , 2012, No. 1, 294-314. Article : refereed.
Landré, Martin . Transport and tourism : a weak symbiosis. An introduction to the special issue , European Journal of Transport and Infrastructure Research , 2011, No. 3, 276-280. Article : refereed.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan . Methodological issues in applying Location Models to Rural areas , Working papers in transport, tourism and information technology , 2010. Report.
Heldt Cassel, Susanna, Thulemark, Maria . Förutsättningar för pendling i sårbara arbetsmarknadsregioner , Arbetsrapport / Högskolan Dalarna , 2009. Report.
Håkansson, Johan, Stjernström, Olof, Weissglas, Gösta . Risk- och sårbarhetsaspekter i planeringsprocessen vid järnvägsinvesteringar : -Exemplet Botniabanan , 2001. Report.
Malmberg, Gunnar, Håkansson, Johan . Pendling och flyttning över sundet? Konsekvenser av Öresundsbron : Bilagsband til SBI-rapport 315 , Part of: Boligmarkedet i Öresundsregionen , Statens Byggeforskningsinstitut (SBI), 1999. Chapter of book.