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Integrating machine learning and discrete choice modeling for enhanced shopping destination choice model
16 references·0 citing·43 second hop
Integrating machine learning and discrete choice modeling for enhanced shopping destination choice model (2025)Integrating machine learning and discrete…A residential location search model based on the reasons for moving out (2023)A residential location search…Data-driven choice set generation and estimation of route choice models (2020)Data-driven choice set genera…Modelling the attraction of travel to shopping destinations in large-scale modelling (2018)Modelling the attraction of t…Reference-Dependent Residential Location Choice Model within a Relocation Context (2009)Reference-Dependent Residenti…Constrained Destination Choice Set Generation: Comparison of GIS-Based Approaches (2006)Constrained Destination Choic…An Analysis of Context and Constraints-dependent Shopping Behaviour Using Qualitative Decision Principles (2005)An Analysis of Context and Co…Spatial competitive interaction of retail store formats: modeling proposal and empirical results (2003)Spatial competitive interacti…Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model (2001)Quasi-random maximum simulate…Development of Microsimulation Activity-Based Model for San Francisco: Destination and Mode Choice Models (2001)Development of Microsimulatio…Choice set formation for destination choice modelling (1992)Choice set formation for dest…Destination choice set definition in travel behaviour modelling (1977)Destination choice set defini…JOINT-CHOICE MODEL FOR FREQUENCY, DESTINATION, AND TRAVEL MODE FOR SHOPPING TRIPS (1976)JOINT-CHOICE MODEL FOR FREQUE…A Disaggregate Travel Demand Model (1976)A Disaggregate Travel Demand …WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)WHAT ABOUT PEOPLE IN REGIONAL…A Probabilistic Analysis of Shopping Center Trade Areas (1963)A Probabilistic Analysis of S…Who Belongs in the Family? (1953)Who Belongs in the Family?MODELING THE CHOICE OF RESIDENTIAL LOCATION (1978)Discrete choice analysis: Theory and application to travel demand (1988)How derived is the demand for travel? Some conceptual and measurement considerations (2001)A conceptual analysis of the impact of travel demand management on private car use (2002)Modeling spatial accessibility to parks: a national study (2011)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Discrete Choice Methods with Simulation (2001)The role of location in residential location choice models: a review of literature (2014)Microsimulation of life-stage transitions and residential location transitions within a life-oriented integrated urban modeling system (2018)Heterogeneous residential distribution changes and spillover effects by railway projects: The case study of Nagoya, Japan (2021)Mixed Logit with Repeated Choices: Households' Choices of Appliance Efficiency Level (1998)Recreation Demand Models with Taste Differences over People (1998)Incorporating Observed and Unobserved Heterogeneity in Urban Work Travel Mode Choice Modeling (2000)The Mixed Logit model: The state of practice (2003)Reconsidering heterogeneity in panel data estimators of the stochastic frontier model (2004)Foundations of the Social Sciences (1945)THE FUNCTIONAL ECONOMIC AREA: DELINEATION AND IMPLICATIONS FOR ECONOMIC ANALYSIS AND POLICY (1965)REGIONAL SCIENCE: RETROSPECT AND PROSPECT (1966)Space‐Time and Integral Measures of Individual Accessibility: A Comparative Analysis Using a Point‐based Framework (1998)Accessibility evaluation of land-use and transport strategies: review and research directions (2003)The Uncertain Geographic Context Problem (2012)STRUCTURE OF PASSENGER TRAVEL DEMAND MODELS (1974)A theoretical and empirical model of trip chaining behavior (1979)Behavioural Travel Modelling (2021)NETWORK KNOWLEDGE AND ROUTE CHOICE (2002)A link based network route choice model with unrestricted choice set (2013)Applying a random forest method approach to model travel mode choice behavior (2018)Choice modelling in the age of machine learning - Discussion paper (2021)Potentials of digital twin system for analyzing travel behavior decisions (2024)Travel behaviour and game theory: A review of route choice modeling behaviour (2024)Methodologies for exploring the link between urban form and travel behavior (1996)The length of stay of golf tourism: A survival analysis (2009)The Impact of the Built Environment on Bicycle Commuting: Evidence from Beijing (2013)Elementary Linkage Analysis for Isolating Orthogonal and Oblique Types and Typal Relevancies (1957)Developmental and instructional analyses of children's metacognition and reading comprehension. (1988)A Review of Data-Driven Market Segmentation in Tourism (2002)Microsimulating urban systems (2003)Tour-based microsimulation of urban commercial movements (2007)Do transportation network companies decrease or increase congestion? (2019)The Choice Theory Approach to Market Research (1986)An enhanced two-step floating catchment area (E2SFCA) method for measuring spatial accessibility to primary care physicians (2009)Retail forecasting: Research and practice (2019)
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References

  • 1970WHAT ABOUT PEOPLE IN REGIONAL SCIENCE?3,428 cited
  • 1953Who Belongs in the Family?2,110 cited
  • 2001Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model1,012 cited
  • 1963A Probabilistic Analysis of Shopping Center Trade Areas669 cited
  • 1992Choice set formation for destination choice modelling113 cited
  • 2001Development of Microsimulation Activity-Based Model for San Francisco: Destination and Mode Choice Models106 cited
  • 1976A Disaggregate Travel Demand Model87 cited
  • 2009Reference-Dependent Residential Location Choice Model within a Relocation Context83 cited
  • 1976JOINT-CHOICE MODEL FOR FREQUENCY, DESTINATION, AND TRAVEL MODE FOR SHOPPING TRIPS61 cited
  • 2020Data-driven choice set generation and estimation of route choice models50 cited
  • 2003Spatial competitive interaction of retail store formats: modeling proposal and empirical results49 cited
  • 2005An Analysis of Context and Constraints-dependent Shopping Behaviour Using Qualitative Decision Principles33 cited
  • 2018Modelling the attraction of travel to shopping destinations in large-scale modelling30 cited
  • 2006Constrained Destination Choice Set Generation: Comparison of GIS-Based Approaches16 cited
  • 1977

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Destination choice set definition in travel behaviour modelling
16 cited
  • 2023A residential location search model based on the reasons for moving out12 cited
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