, better understanding of activity choice, planning time horizons, and activity attributes will lead to more accurate demand … forecasts. This dissertation extends the current activity choice modeling framework by incorporating the characteristics of the …, temporally flexible activities" etc. The activity groups generated in this part inform the activity choice modeling structure …