John Michael | JARAMOGI ONGNGA ODINGA UNIVERSITY OF SCIENCE AND TECHNOLOGY (original) (raw)
Papers by John Michael
Mind & Language
Can commitments be generated without promises, commissive speech acts or gestures that are conven... more Can commitments be generated without promises, commissive speech acts or gestures that are conventionally interpreted as such? While we remain neutral with respect to the normative answer to this question, we propose a psychological answer. Specifically, we hypothesize that people at least believe that commitments are in place if one agent (the sender) has led a second agent (the recipient) to rely on her to do something, and if this is mutually known by the two agents. Crucially, this situation can occur even if the sender has neither uttered a commissive speech act nor performed any action that would conventionally be interpreted as such. In a series of online experiments, we tested this hypothesis by presenting participants with vignettes describing everyday situations in which a recipient's expectations were frustrated by the sender's behavior, and then eliciting moral judgments about the sender's actions and character. We manipulated whether the recipient's reliance on the sender was mutually known, and if so, whether the sender verbally acknowledged this or not. The results show that moral judgments differed significantly according to whether the recipient's reliance was mutually known, but not according to whether this was verbally acknowledged.
We use a general computational framework for brain function to develop a theory of the self. The ... more We use a general computational framework for brain function to develop a theory of the self. The theory is that the self is an inferred model of endogenous, deeply hidden causes of behavior. The general framework for brain function on which we base this theory is that the brain is fundamentally an organ for prediction error minimization.There are three related parts to this project. In the first part (Sections 2-3), we explain how prediction error minimization must lead to the inference of a network of deeply hidden endogenous causes. The key concept here is that prediction error minimization in the long term approximates hierarchical Bayesian inference, where the hierarchy is critical to understand the place of the self, and the body, in the world.In the second part (Sections 4-5), we discuss why such a set of hidden endogenous causes should qualify as a self. We show how a comprehensive prediction error minimization account can accommodate key characteristics of the self. It turns...
Open-File Report
For the steep watersheds from which these measurements were made, it is generally assumed that th... more For the steep watersheds from which these measurements were made, it is generally assumed that the discharge estimates obtained using this approach are conservative in the context of engineering design.
Open-File Report
These maps present the results of assessments of peak discharges that can potentially be generate... more These maps present the results of assessments of peak discharges that can potentially be generated by debris flows issuing from the basins burned by the Coal Seam fire of June and July 2002, near Glenwood Springs, Colorado. The maps are based on a regression model for debris-flow peak discharge normalized by average storm intensity as a function of basin gradient and burned extent, and limited field checking. A range of potential peak discharges that could potentially be produced from each of the burned basins between 1 ft3/s (0.03 m3/s) and greater than 5,000 ft3/s (>141 m3/s) is calculated for the 5-year, 1-hour storm of 0.80 inches (20 mm). The 25-year, 1-hour storm of 1.3 inches (33 mm). The 100year, 1-hour storm of 1.8 inches (46 mm) produced peak discharges between 1 and greater than 8,000 ft3/s (>227 m3/s). These maps are intended for use by emergency personnel to aid in the preliminary design of mitigation measures, and the planning of evacuation timing and routes.
Scientific reports, Jan 24, 2018
In everyday life, people must often determine how much time and effort to allocate to cooperative... more In everyday life, people must often determine how much time and effort to allocate to cooperative activities. In the current study, we tested the hypothesis that the perception of others' effort investment in a cooperative activity may elicit a sense of commitment, leading people to allocate more time and effort to the activity themselves. We developed an effortful task in which participants were required to move an increasingly difficult bar slider on a screen while simultaneously reacting to the appearance of virtual coins and earn points to share between themselves and their partner. This design allowed us to operationalize commitment in terms of participants' investment of time and effort. Crucially, the cooperative activity could only be performed after a partner had completed a complementary activity which we manipulated to be either easy (Low Effort condition) or difficult (High Effort condition). Our results revealed participants invested more effort, persisted longe...
Journal of experimental psychology. Human perception and performance, Jan 20, 2017
Previous research using the dot-perspective task has produced evidence that humans may be equippe... more Previous research using the dot-perspective task has produced evidence that humans may be equipped with a mechanism that spontaneously tracks others' gaze direction and thereby acquires information about what they can see. Other findings, however, support the alternative hypothesis that a spatial-cuing mechanism underpins the effect observed in the dot-perspective task. To adjudicate between these hypotheses, we developed a double-cuing version of Posner's (1980) spatial-cuing paradigm to be implemented in the dot-perspective task, and conducted 3 experiments in which we manipulated stimulus-onset asynchrony, as well as secondary task demands. Crucially, the 2 conflicting hypotheses generated divergent patterns of predictions across these experimental conditions. Our results support the hypothesis of an automatic perspective-taking mechanism. (PsycINFO Database Record
International Journal of Social Robotics, 2016
The sense of commitment is a fundamental building block of human social life. By generating and/o... more The sense of commitment is a fundamental building block of human social life. By generating and/or stabilizing expectations about contributions that individual agents will make to the goals of other agents or to shared goals, a sense of commitment can facilitate the planning and coordination of actions involving multiple agents. Moreover, it can also increase individual agents' motivation to contribute to other agents' goals or to shared goals, as well as their willingness to rely on other agents' contributions. In this paper, we provide a starting point for designing robots that exhibit and/or elicit a sense of commitment. We identify several challenges that such a project would likely confront, and consider possibilities for meeting these challenges.
Engineering Geology, Mar 1, 2009
Loss of life and property caused by landslides triggered by extreme rainfall events demonstrates ... more Loss of life and property caused by landslides triggered by extreme rainfall events demonstrates the need for landslide-hazard assessment in developing countries where recovery from such events often exceeds the country's resources. Mapping landslide hazards in developing countries where the need for landslide-hazard mitigation is great but the resources are few is a challenging, but not intractable problem. The minimum
Journal of the American Heart Association, Jan 21, 2016
We hypothesized that the functional effects of R206L-a rat analog of the dilated cardiomyopathy (... more We hypothesized that the functional effects of R206L-a rat analog of the dilated cardiomyopathy (DCM) mutation R205L in human cardiac troponin T (TnT)-were differently modulated by myosin heavy chain (MHC) isoforms and T204E, a protein kinase C (PKC) phosphomimic of TnT. Our hypothesis was based on two observations: (1) α- and β-MHC differentially influence the functional effects of TnT; and (2) PKC isoforms capable of phosphorylating TnT are upregulated in failing human hearts. We generated 4 recombinant TnT variants: wild type; R206L; T204E; and R206L+T204E. Functional effects of the TnT variants were tested in cardiac muscle fibers (minimum 14 per group) from normal (α-MHC) and propylthiouracil-treated rats (β-MHC) using steady-state and dynamic contractile measurements. Notably, in α-MHC fibers, Ca(2+)-activated maximal tension was attenuated by R206L (≈32%), T204E (≈63%), and R206L+T204E (≈64%). In β-MHC fibers, maximal tension was unaffected by R206L, but was attenuated by T20...
Brain and cognition, Mar 5, 2016
Over the past few years, the prediction error minimization (PEM) framework has increasingly been ... more Over the past few years, the prediction error minimization (PEM) framework has increasingly been gaining ground throughout the cognitive sciences. A key issue dividing proponents of PEM is how we should conceptualize the relation between brain, body and environment. Clark advocates a version of PEM which retains, at least to a certain extent, his prior commitments to Embodied Cognition and to the Extended Mind Hypothesis. Hohwy, by contrast, presents a sustained argument that PEM actually rules out at least some versions of Embodied and Extended cognition. The aim of this paper is to facilitate a constructive debate between these two competing alternatives by explicating the different theoretical motivations underlying them, and by homing in on the relevant issues that may help to adjudicate between them.
Metall Mater Trans a, 1987
Geomechanics and Tunnelling Geomechanik Und Tunnelbau, 2010
Frontiers in Neurology, 2015
In the exploratory study reported here, we tested the efficacy of an intervention designed to tra... more In the exploratory study reported here, we tested the efficacy of an intervention designed to train teenagers with Möbius syndrome (MS) to increase the use of alternative communication strategies (e.g., gestures) to compensate for their lack of facial expressivity. Specifically, we expected the intervention to increase the level of rapport experienced in social interactions by our participants. In addition, we aimed to identify the mechanisms responsible for any such increase in rapport. In the study, five teenagers with MS interacted with three naïve participants without MS before the intervention, and with three different naïve participants without MS after the intervention. Rapport was assessed by self-report and by behavioral coders who rated videos of the interactions. Individual non-verbal behavior was assessed via behavioral coders, whereas verbal behavior was automatically extracted from the sound files. Alignment was assessed using cross recurrence quantification analysis and mixed-effects models. The results showed that observer-coded rapport was greater after the intervention, whereas self-reported rapport did not change significantly. Observer-coded gesture and expressivity increased in participants with and without MS, whereas overall linguistic alignment decreased. Fidgeting and repetitiveness of verbal behavior also decreased in both groups. In sum, the intervention may impact non-verbal and verbal behavior in participants with and without MS, increasing rapport as well as overall gesturing, while decreasing alignment.
Mind & Language
Can commitments be generated without promises, commissive speech acts or gestures that are conven... more Can commitments be generated without promises, commissive speech acts or gestures that are conventionally interpreted as such? While we remain neutral with respect to the normative answer to this question, we propose a psychological answer. Specifically, we hypothesize that people at least believe that commitments are in place if one agent (the sender) has led a second agent (the recipient) to rely on her to do something, and if this is mutually known by the two agents. Crucially, this situation can occur even if the sender has neither uttered a commissive speech act nor performed any action that would conventionally be interpreted as such. In a series of online experiments, we tested this hypothesis by presenting participants with vignettes describing everyday situations in which a recipient's expectations were frustrated by the sender's behavior, and then eliciting moral judgments about the sender's actions and character. We manipulated whether the recipient's reliance on the sender was mutually known, and if so, whether the sender verbally acknowledged this or not. The results show that moral judgments differed significantly according to whether the recipient's reliance was mutually known, but not according to whether this was verbally acknowledged.
We use a general computational framework for brain function to develop a theory of the self. The ... more We use a general computational framework for brain function to develop a theory of the self. The theory is that the self is an inferred model of endogenous, deeply hidden causes of behavior. The general framework for brain function on which we base this theory is that the brain is fundamentally an organ for prediction error minimization.There are three related parts to this project. In the first part (Sections 2-3), we explain how prediction error minimization must lead to the inference of a network of deeply hidden endogenous causes. The key concept here is that prediction error minimization in the long term approximates hierarchical Bayesian inference, where the hierarchy is critical to understand the place of the self, and the body, in the world.In the second part (Sections 4-5), we discuss why such a set of hidden endogenous causes should qualify as a self. We show how a comprehensive prediction error minimization account can accommodate key characteristics of the self. It turns...
Open-File Report
For the steep watersheds from which these measurements were made, it is generally assumed that th... more For the steep watersheds from which these measurements were made, it is generally assumed that the discharge estimates obtained using this approach are conservative in the context of engineering design.
Open-File Report
These maps present the results of assessments of peak discharges that can potentially be generate... more These maps present the results of assessments of peak discharges that can potentially be generated by debris flows issuing from the basins burned by the Coal Seam fire of June and July 2002, near Glenwood Springs, Colorado. The maps are based on a regression model for debris-flow peak discharge normalized by average storm intensity as a function of basin gradient and burned extent, and limited field checking. A range of potential peak discharges that could potentially be produced from each of the burned basins between 1 ft3/s (0.03 m3/s) and greater than 5,000 ft3/s (>141 m3/s) is calculated for the 5-year, 1-hour storm of 0.80 inches (20 mm). The 25-year, 1-hour storm of 1.3 inches (33 mm). The 100year, 1-hour storm of 1.8 inches (46 mm) produced peak discharges between 1 and greater than 8,000 ft3/s (>227 m3/s). These maps are intended for use by emergency personnel to aid in the preliminary design of mitigation measures, and the planning of evacuation timing and routes.
Scientific reports, Jan 24, 2018
In everyday life, people must often determine how much time and effort to allocate to cooperative... more In everyday life, people must often determine how much time and effort to allocate to cooperative activities. In the current study, we tested the hypothesis that the perception of others' effort investment in a cooperative activity may elicit a sense of commitment, leading people to allocate more time and effort to the activity themselves. We developed an effortful task in which participants were required to move an increasingly difficult bar slider on a screen while simultaneously reacting to the appearance of virtual coins and earn points to share between themselves and their partner. This design allowed us to operationalize commitment in terms of participants' investment of time and effort. Crucially, the cooperative activity could only be performed after a partner had completed a complementary activity which we manipulated to be either easy (Low Effort condition) or difficult (High Effort condition). Our results revealed participants invested more effort, persisted longe...
Journal of experimental psychology. Human perception and performance, Jan 20, 2017
Previous research using the dot-perspective task has produced evidence that humans may be equippe... more Previous research using the dot-perspective task has produced evidence that humans may be equipped with a mechanism that spontaneously tracks others' gaze direction and thereby acquires information about what they can see. Other findings, however, support the alternative hypothesis that a spatial-cuing mechanism underpins the effect observed in the dot-perspective task. To adjudicate between these hypotheses, we developed a double-cuing version of Posner's (1980) spatial-cuing paradigm to be implemented in the dot-perspective task, and conducted 3 experiments in which we manipulated stimulus-onset asynchrony, as well as secondary task demands. Crucially, the 2 conflicting hypotheses generated divergent patterns of predictions across these experimental conditions. Our results support the hypothesis of an automatic perspective-taking mechanism. (PsycINFO Database Record
International Journal of Social Robotics, 2016
The sense of commitment is a fundamental building block of human social life. By generating and/o... more The sense of commitment is a fundamental building block of human social life. By generating and/or stabilizing expectations about contributions that individual agents will make to the goals of other agents or to shared goals, a sense of commitment can facilitate the planning and coordination of actions involving multiple agents. Moreover, it can also increase individual agents' motivation to contribute to other agents' goals or to shared goals, as well as their willingness to rely on other agents' contributions. In this paper, we provide a starting point for designing robots that exhibit and/or elicit a sense of commitment. We identify several challenges that such a project would likely confront, and consider possibilities for meeting these challenges.
Engineering Geology, Mar 1, 2009
Loss of life and property caused by landslides triggered by extreme rainfall events demonstrates ... more Loss of life and property caused by landslides triggered by extreme rainfall events demonstrates the need for landslide-hazard assessment in developing countries where recovery from such events often exceeds the country's resources. Mapping landslide hazards in developing countries where the need for landslide-hazard mitigation is great but the resources are few is a challenging, but not intractable problem. The minimum
Journal of the American Heart Association, Jan 21, 2016
We hypothesized that the functional effects of R206L-a rat analog of the dilated cardiomyopathy (... more We hypothesized that the functional effects of R206L-a rat analog of the dilated cardiomyopathy (DCM) mutation R205L in human cardiac troponin T (TnT)-were differently modulated by myosin heavy chain (MHC) isoforms and T204E, a protein kinase C (PKC) phosphomimic of TnT. Our hypothesis was based on two observations: (1) α- and β-MHC differentially influence the functional effects of TnT; and (2) PKC isoforms capable of phosphorylating TnT are upregulated in failing human hearts. We generated 4 recombinant TnT variants: wild type; R206L; T204E; and R206L+T204E. Functional effects of the TnT variants were tested in cardiac muscle fibers (minimum 14 per group) from normal (α-MHC) and propylthiouracil-treated rats (β-MHC) using steady-state and dynamic contractile measurements. Notably, in α-MHC fibers, Ca(2+)-activated maximal tension was attenuated by R206L (≈32%), T204E (≈63%), and R206L+T204E (≈64%). In β-MHC fibers, maximal tension was unaffected by R206L, but was attenuated by T20...
Brain and cognition, Mar 5, 2016
Over the past few years, the prediction error minimization (PEM) framework has increasingly been ... more Over the past few years, the prediction error minimization (PEM) framework has increasingly been gaining ground throughout the cognitive sciences. A key issue dividing proponents of PEM is how we should conceptualize the relation between brain, body and environment. Clark advocates a version of PEM which retains, at least to a certain extent, his prior commitments to Embodied Cognition and to the Extended Mind Hypothesis. Hohwy, by contrast, presents a sustained argument that PEM actually rules out at least some versions of Embodied and Extended cognition. The aim of this paper is to facilitate a constructive debate between these two competing alternatives by explicating the different theoretical motivations underlying them, and by homing in on the relevant issues that may help to adjudicate between them.
Metall Mater Trans a, 1987
Geomechanics and Tunnelling Geomechanik Und Tunnelbau, 2010
Frontiers in Neurology, 2015
In the exploratory study reported here, we tested the efficacy of an intervention designed to tra... more In the exploratory study reported here, we tested the efficacy of an intervention designed to train teenagers with Möbius syndrome (MS) to increase the use of alternative communication strategies (e.g., gestures) to compensate for their lack of facial expressivity. Specifically, we expected the intervention to increase the level of rapport experienced in social interactions by our participants. In addition, we aimed to identify the mechanisms responsible for any such increase in rapport. In the study, five teenagers with MS interacted with three naïve participants without MS before the intervention, and with three different naïve participants without MS after the intervention. Rapport was assessed by self-report and by behavioral coders who rated videos of the interactions. Individual non-verbal behavior was assessed via behavioral coders, whereas verbal behavior was automatically extracted from the sound files. Alignment was assessed using cross recurrence quantification analysis and mixed-effects models. The results showed that observer-coded rapport was greater after the intervention, whereas self-reported rapport did not change significantly. Observer-coded gesture and expressivity increased in participants with and without MS, whereas overall linguistic alignment decreased. Fidgeting and repetitiveness of verbal behavior also decreased in both groups. In sum, the intervention may impact non-verbal and verbal behavior in participants with and without MS, increasing rapport as well as overall gesturing, while decreasing alignment.