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- W2185928137 abstract "This thesis tackles new challenges associated with the disaggregate modeling of the human behavior. Decision-aid tools help in making decisions, by providing quantitative insights on the decisions and associated consequences. They are useful in complex situations where human actors are involved. Inside decision-aid tools, there is a need for explicitly capturing and predicting the human behavior. The prediction of human actions is done through models. Models are simplified representations of the reality, which provide a better understanding of it and allow to predict its future state. They are often too simplistic, with bad prediction capabilities. This is an issue as they generate the outcome of the decision-aid tools, which influence decisions. Good models are required in order to adequately capture the complexity of human actions. Behavioral models appear to be relevant. They allow to translate behavioral assumptions into equations, which make their strength but also their complexity. They have been mainly used in transportation and marketing. Many advances have been recently achieved. On one hand, emerging technologies allow to collect various and detailed data about the human behavior. On the other hand, new modeling techniques have been proposed to handle complex behaviors. Estimation softwares are now available for their estimation. The combination of these advances open opportunities in the field of the behavioral modeling. The motivations of the proposed work are the investigation of the challenges associated with non-traditional applications of the behavioral modeling, the emphasis of multi-disciplinarity, the handling of the behavioral complexity and the development of operational models. Different applications are considered where these challenges appear. The applications are the investors’ behavior, the walking behavior and the dynamic facial expression recognition. Challenges are addressed in the different tasks of the modeling framework, which are the data collection, the data processing, the model specification, estimation and validation. The modeling of the investors’ behavior consists in characterizing how individuals are taking financial decisions. It is relevant for predicting monetary gains and regulating the market. We propose an hybrid discrete choice framework for modeling decisions of investors performed on stock markets. We focus on the choice of action (buy or sell) and the duration until the next action. The choice of action is handled with a binary logit model with latent classes, while a Weibull regression model is used for the duration until the next action. Both models account for the risk perception" @default.
- W2185928137 created "2016-06-24" @default.
- W2185928137 creator A5064019354 @default.
- W2185928137 date "2011-01-01" @default.
- W2185928137 modified "2023-09-27" @default.
- W2185928137 title "New Challenges in Disaggregate Behavioral Modeling: Emotions, Investments and Mobility" @default.
- W2185928137 cites W127470283 @default.
- W2185928137 cites W1490494978 @default.
- W2185928137 cites W1497824662 @default.
- W2185928137 cites W1512958090 @default.
- W2185928137 cites W1528512439 @default.
- W2185928137 cites W1532734371 @default.
- W2185928137 cites W1560949607 @default.
- W2185928137 cites W1563661586 @default.
- W2185928137 cites W1563690153 @default.
- W2185928137 cites W1569317365 @default.
- W2185928137 cites W1576326745 @default.
- W2185928137 cites W1587221346 @default.
- W2185928137 cites W1590597889 @default.
- W2185928137 cites W1598444752 @default.
- W2185928137 cites W1601143289 @default.
- W2185928137 cites W1634835673 @default.
- W2185928137 cites W1647779468 @default.
- W2185928137 cites W1808267679 @default.
- W2185928137 cites W1947346786 @default.
- W2185928137 cites W1969897341 @default.
- W2185928137 cites W1970495888 @default.
- W2185928137 cites W1970880363 @default.
- W2185928137 cites W1974792800 @default.
- W2185928137 cites W1979258712 @default.
- W2185928137 cites W1979690402 @default.
- W2185928137 cites W1980875554 @default.
- W2185928137 cites W1985872457 @default.
- W2185928137 cites W1992614675 @default.
- W2185928137 cites W1993420210 @default.
- W2185928137 cites W1994706379 @default.
- W2185928137 cites W1994900817 @default.
- W2185928137 cites W1995281062 @default.
- W2185928137 cites W1996097451 @default.
- W2185928137 cites W2001460020 @default.
- W2185928137 cites W2002888394 @default.
- W2185928137 cites W2003642326 @default.
- W2185928137 cites W2008056655 @default.
- W2185928137 cites W2012079387 @default.
- W2185928137 cites W2018787531 @default.
- W2185928137 cites W2018997577 @default.
- W2185928137 cites W2019291268 @default.
- W2185928137 cites W2020245109 @default.
- W2185928137 cites W2021472931 @default.
- W2185928137 cites W2024153410 @default.
- W2185928137 cites W2026721551 @default.
- W2185928137 cites W2028331160 @default.
- W2185928137 cites W2029807096 @default.
- W2185928137 cites W2029835507 @default.
- W2185928137 cites W2033773055 @default.
- W2185928137 cites W2034646522 @default.
- W2185928137 cites W2037632900 @default.
- W2185928137 cites W2038228377 @default.
- W2185928137 cites W2038587098 @default.
- W2185928137 cites W2045513909 @default.
- W2185928137 cites W2050693813 @default.
- W2185928137 cites W2055005740 @default.
- W2185928137 cites W2062634819 @default.
- W2185928137 cites W2071152041 @default.
- W2185928137 cites W2072614662 @default.
- W2185928137 cites W2079291076 @default.
- W2185928137 cites W2085831731 @default.
- W2185928137 cites W2090023516 @default.
- W2185928137 cites W2097720489 @default.
- W2185928137 cites W2098347405 @default.
- W2185928137 cites W2098499401 @default.
- W2185928137 cites W2101751497 @default.
- W2185928137 cites W2105162206 @default.
- W2185928137 cites W2109122936 @default.
- W2185928137 cites W2110885456 @default.
- W2185928137 cites W2115682519 @default.
- W2185928137 cites W2115941714 @default.
- W2185928137 cites W2116294798 @default.
- W2185928137 cites W2117746219 @default.
- W2185928137 cites W2122822397 @default.
- W2185928137 cites W2125127226 @default.
- W2185928137 cites W2126674504 @default.
- W2185928137 cites W2126796016 @default.
- W2185928137 cites W2131301700 @default.
- W2185928137 cites W2132320742 @default.
- W2185928137 cites W2132505539 @default.
- W2185928137 cites W2133396489 @default.
- W2185928137 cites W2133534320 @default.
- W2185928137 cites W2134088800 @default.
- W2185928137 cites W2135177937 @default.
- W2185928137 cites W2137734108 @default.
- W2185928137 cites W2139395482 @default.
- W2185928137 cites W2141228579 @default.
- W2185928137 cites W2141703670 @default.
- W2185928137 cites W2142487047 @default.
- W2185928137 cites W2145535248 @default.
- W2185928137 cites W2146123638 @default.
- W2185928137 cites W2147042591 @default.
- W2185928137 cites W2148181870 @default.
- W2185928137 cites W2149397912 @default.