Publications

Research Papers

Note: The publications are categorized into research topics and publication year for easy navigation.

Aggregated Macroscopic Fundamental Diagram: Basic Theoretical Analysis and Traffic Control Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: Under Review

Controllability and Observability Analysis for Intelligent Transportation Systems Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 5 (1), 2

Multi-scale Modeling and Control Architecture for V2X Enabled Traffic Streams Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 66 (6), 4616-4626

Quality of Traffic Observability on Highways With Lagrangian Sensors Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 15 (2), 761-771

Multidimensional Compression of ITS Data Using Wavelet-Based Compression Techniques Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18 (7), 1907-1917

Declining transportation funding and need for analytical solutions: dynamics and control of VMT tax Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 5 (3-4), 131-140

Optimal Control for Congestion Pricing: Theory, Simulation and Evaluation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18.5 (2017): 1234-1240

A Hybrid Model Using Logistic Regression and Wavelet Transformation to Detect Traffic Incidents Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 40.1 (2016): 56-63

A Dynamic Network Modeling Based Approach for Traffic Observability Problem Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.4 (2016):1168-1178

Observability and Sensor Placement Problem on Highway Segments: A Traffic Dynamics-Based Approach Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.3 (2016): 848-858

Safety culture from an interdisciplinary view: Proposing a hierarchical feedback-based transportation framework Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 54.4 (2015): 516-534

Inverse Problem for Non-viscous Mean Field Control: Example from Traffic Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 10.1109/TAC.2015.2511929

Modeling and Estimation of Vehiclemiles Traveled (VMT) Tax Rate Using Stochastic Differential Equations Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 46.6 (2016): 818-828

Feedback-Coordinated Ramp Control of Consecutive On-Ramps Using Distributed Modeling and Godunov-Based Satisfiable Allocation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 16.5 (2015): 2384-2392

A New Language and Hidden Markov Input/Output Model for Automated Audit Inquiry Social media, Information diffusion, Socio-technical systems

DOI: Under Review

Modelling Social Contagion and Information Diffusion in Complex Socio-technical Systems Social media, Information diffusion, Socio-technical systems

DOI: Under Review

Event Triggered Social Media Chatter: A New Modeling Framework Social media, Information diffusion, Socio-technical systems

DOI: 6 (2), 197-207

A New Language and Hidden Markov Input/Output Model for Automated Audit Inquiry Social media, Information diffusion, Socio-technical systems

DOI: Under Review

Modelling Social Contagion and Information Diffusion in Complex Socio-technical Systems Social media, Information diffusion, Socio-technical systems

DOI: Under Review

Event Triggered Social Media Chatter: A New Modeling Framework Social media, Information diffusion, Socio-technical systems

DOI: 6 (2), 197-207

Aggregated Macroscopic Fundamental Diagram: Basic Theoretical Analysis and Traffic Control Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: Under Review

Controllability and Observability Analysis for Intelligent Transportation Systems Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 5 (1), 2

Multi-scale Modeling and Control Architecture for V2X Enabled Traffic Streams Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 66 (6), 4616-4626

Quality of Traffic Observability on Highways With Lagrangian Sensors Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 15 (2), 761-771

Multidimensional Compression of ITS Data Using Wavelet-Based Compression Techniques Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18 (7), 1907-1917

Declining transportation funding and need for analytical solutions: dynamics and control of VMT tax Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 5 (3-4), 131-140

Optimal Control for Congestion Pricing: Theory, Simulation and Evaluation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18.5 (2017): 1234-1240

A Hybrid Model Using Logistic Regression and Wavelet Transformation to Detect Traffic Incidents Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 40.1 (2016): 56-63

A Dynamic Network Modeling Based Approach for Traffic Observability Problem Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.4 (2016):1168-1178

Observability and Sensor Placement Problem on Highway Segments: A Traffic Dynamics-Based Approach Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.3 (2016): 848-858

Safety culture from an interdisciplinary view: Proposing a hierarchical feedback-based transportation framework Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 54.4 (2015): 516-534

Inverse Problem for Non-viscous Mean Field Control: Example from Traffic Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 10.1109/TAC.2015.2511929

Modeling and Estimation of Vehiclemiles Traveled (VMT) Tax Rate Using Stochastic Differential Equations Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 46.6 (2016): 818-828

Feedback-Coordinated Ramp Control of Consecutive On-Ramps Using Distributed Modeling and Godunov-Based Satisfiable Allocation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 16.5 (2015): 2384-2392

Harnessing the waiting experience: Anticipation, expectations, and WOM Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: Under Review

Exploring loneliness and social networking: Recipes for hedonic well-being on Facebook Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: Accepted. Waiting Publication.

Social media networking satisfaction in the US and Vietnam: Content versus connection Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 101, 93-103

The Pursuit of Virtual Happiness: Exploring the Social Media Experience Across Generations Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 89, 455-461

Is Having Accurate Knowledge Necessary for Implementing Safe Practices? A Consumer Folk Theories-of-Mind Perspective on the Impact of Price Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 50.5/6 (2016): 1073-1093

Fuzzy logic programming based knowledge analysis for qualitative comparative analysis Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 51 (5), 2101-2113

Framing the Value and Valuing the Frame? Algorithms for Child Safety-Set Use Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 69.4 (2016): 1503-1509

The Generation of Virtual Needs: Recipes for Satisfaction in Social Media Networks Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 69.11 (2016): 5248-5254

Aggregated Macroscopic Fundamental Diagram: Basic Theoretical Analysis and Traffic Control Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: Under Review

Controllability and Observability Analysis for Intelligent Transportation Systems Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 5 (1), 2

Multi-scale Modeling and Control Architecture for V2X Enabled Traffic Streams Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 66 (6), 4616-4626

Quality of Traffic Observability on Highways With Lagrangian Sensors Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 15 (2), 761-771

Multidimensional Compression of ITS Data Using Wavelet-Based Compression Techniques Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18 (7), 1907-1917

Declining transportation funding and need for analytical solutions: dynamics and control of VMT tax Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 5 (3-4), 131-140

Optimal Control for Congestion Pricing: Theory, Simulation and Evaluation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18.5 (2017): 1234-1240

A Hybrid Model Using Logistic Regression and Wavelet Transformation to Detect Traffic Incidents Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 40.1 (2016): 56-63

A Dynamic Network Modeling Based Approach for Traffic Observability Problem Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.4 (2016):1168-1178

Observability and Sensor Placement Problem on Highway Segments: A Traffic Dynamics-Based Approach Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.3 (2016): 848-858

Safety culture from an interdisciplinary view: Proposing a hierarchical feedback-based transportation framework Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 54.4 (2015): 516-534

Inverse Problem for Non-viscous Mean Field Control: Example from Traffic Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 10.1109/TAC.2015.2511929

Modeling and Estimation of Vehiclemiles Traveled (VMT) Tax Rate Using Stochastic Differential Equations Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 46.6 (2016): 818-828

Feedback-Coordinated Ramp Control of Consecutive On-Ramps Using Distributed Modeling and Godunov-Based Satisfiable Allocation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 16.5 (2015): 2384-2392

Aggregated Macroscopic Fundamental Diagram: Basic Theoretical Analysis and Traffic Control Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: Under Review

Controllability and Observability Analysis for Intelligent Transportation Systems Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 5 (1), 2

Multi-scale Modeling and Control Architecture for V2X Enabled Traffic Streams Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 66 (6), 4616-4626

Quality of Traffic Observability on Highways With Lagrangian Sensors Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 15 (2), 761-771

Multidimensional Compression of ITS Data Using Wavelet-Based Compression Techniques Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18 (7), 1907-1917

Declining transportation funding and need for analytical solutions: dynamics and control of VMT tax Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 5 (3-4), 131-140

Optimal Control for Congestion Pricing: Theory, Simulation and Evaluation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18.5 (2017): 1234-1240

A Hybrid Model Using Logistic Regression and Wavelet Transformation to Detect Traffic Incidents Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 40.1 (2016): 56-63

A Dynamic Network Modeling Based Approach for Traffic Observability Problem Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.4 (2016):1168-1178

Observability and Sensor Placement Problem on Highway Segments: A Traffic Dynamics-Based Approach Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.3 (2016): 848-858

Safety culture from an interdisciplinary view: Proposing a hierarchical feedback-based transportation framework Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 54.4 (2015): 516-534

Inverse Problem for Non-viscous Mean Field Control: Example from Traffic Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 10.1109/TAC.2015.2511929

Modeling and Estimation of Vehiclemiles Traveled (VMT) Tax Rate Using Stochastic Differential Equations Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 46.6 (2016): 818-828

Feedback-Coordinated Ramp Control of Consecutive On-Ramps Using Distributed Modeling and Godunov-Based Satisfiable Allocation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 16.5 (2015): 2384-2392

A New Language and Hidden Markov Input/Output Model for Automated Audit Inquiry Social media, Information diffusion, Socio-technical systems

DOI: Under Review

Modelling Social Contagion and Information Diffusion in Complex Socio-technical Systems Social media, Information diffusion, Socio-technical systems

DOI: Under Review

Event Triggered Social Media Chatter: A New Modeling Framework Social media, Information diffusion, Socio-technical systems

DOI: 6 (2), 197-207

Harnessing the waiting experience: Anticipation, expectations, and WOM Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: Under Review

Exploring loneliness and social networking: Recipes for hedonic well-being on Facebook Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: Accepted. Waiting Publication.

Social media networking satisfaction in the US and Vietnam: Content versus connection Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 101, 93-103

The Pursuit of Virtual Happiness: Exploring the Social Media Experience Across Generations Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 89, 455-461

Is Having Accurate Knowledge Necessary for Implementing Safe Practices? A Consumer Folk Theories-of-Mind Perspective on the Impact of Price Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 50.5/6 (2016): 1073-1093

Fuzzy logic programming based knowledge analysis for qualitative comparative analysis Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 51 (5), 2101-2113

Framing the Value and Valuing the Frame? Algorithms for Child Safety-Set Use Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 69.4 (2016): 1503-1509

The Generation of Virtual Needs: Recipes for Satisfaction in Social Media Networks Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 69.11 (2016): 5248-5254

Harnessing the waiting experience: Anticipation, expectations, and WOM Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: Under Review

Exploring loneliness and social networking: Recipes for hedonic well-being on Facebook Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: Accepted. Waiting Publication.

Social media networking satisfaction in the US and Vietnam: Content versus connection Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 101, 93-103

The Pursuit of Virtual Happiness: Exploring the Social Media Experience Across Generations Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 89, 455-461

Is Having Accurate Knowledge Necessary for Implementing Safe Practices? A Consumer Folk Theories-of-Mind Perspective on the Impact of Price Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 50.5/6 (2016): 1073-1093

Fuzzy logic programming based knowledge analysis for qualitative comparative analysis Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 51 (5), 2101-2113

Framing the Value and Valuing the Frame? Algorithms for Child Safety-Set Use Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 69.4 (2016): 1503-1509

The Generation of Virtual Needs: Recipes for Satisfaction in Social Media Networks Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 69.11 (2016): 5248-5254

Aggregated Macroscopic Fundamental Diagram: Basic Theoretical Analysis and Traffic Control Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: Under Review

Controllability and Observability Analysis for Intelligent Transportation Systems Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 5 (1), 2

Multi-scale Modeling and Control Architecture for V2X Enabled Traffic Streams Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 66 (6), 4616-4626

Quality of Traffic Observability on Highways With Lagrangian Sensors Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 15 (2), 761-771

Multidimensional Compression of ITS Data Using Wavelet-Based Compression Techniques Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18 (7), 1907-1917

Declining transportation funding and need for analytical solutions: dynamics and control of VMT tax Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 5 (3-4), 131-140

Optimal Control for Congestion Pricing: Theory, Simulation and Evaluation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18.5 (2017): 1234-1240

A Hybrid Model Using Logistic Regression and Wavelet Transformation to Detect Traffic Incidents Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 40.1 (2016): 56-63

A Dynamic Network Modeling Based Approach for Traffic Observability Problem Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.4 (2016):1168-1178

Observability and Sensor Placement Problem on Highway Segments: A Traffic Dynamics-Based Approach Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.3 (2016): 848-858

Safety culture from an interdisciplinary view: Proposing a hierarchical feedback-based transportation framework Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 54.4 (2015): 516-534

Inverse Problem for Non-viscous Mean Field Control: Example from Traffic Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 10.1109/TAC.2015.2511929

Modeling and Estimation of Vehiclemiles Traveled (VMT) Tax Rate Using Stochastic Differential Equations Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 46.6 (2016): 818-828

Feedback-Coordinated Ramp Control of Consecutive On-Ramps Using Distributed Modeling and Godunov-Based Satisfiable Allocation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 16.5 (2015): 2384-2392

Aggregated Macroscopic Fundamental Diagram: Basic Theoretical Analysis and Traffic Control Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: Under Review

Controllability and Observability Analysis for Intelligent Transportation Systems Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 5 (1), 2

Multi-scale Modeling and Control Architecture for V2X Enabled Traffic Streams Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 66 (6), 4616-4626

Quality of Traffic Observability on Highways With Lagrangian Sensors Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 15 (2), 761-771

Multidimensional Compression of ITS Data Using Wavelet-Based Compression Techniques Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18 (7), 1907-1917

Declining transportation funding and need for analytical solutions: dynamics and control of VMT tax Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 5 (3-4), 131-140

Optimal Control for Congestion Pricing: Theory, Simulation and Evaluation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18.5 (2017): 1234-1240

A Hybrid Model Using Logistic Regression and Wavelet Transformation to Detect Traffic Incidents Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 40.1 (2016): 56-63

A Dynamic Network Modeling Based Approach for Traffic Observability Problem Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.4 (2016):1168-1178

Observability and Sensor Placement Problem on Highway Segments: A Traffic Dynamics-Based Approach Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.3 (2016): 848-858

Safety culture from an interdisciplinary view: Proposing a hierarchical feedback-based transportation framework Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 54.4 (2015): 516-534

Inverse Problem for Non-viscous Mean Field Control: Example from Traffic Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 10.1109/TAC.2015.2511929

Modeling and Estimation of Vehiclemiles Traveled (VMT) Tax Rate Using Stochastic Differential Equations Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 46.6 (2016): 818-828

Feedback-Coordinated Ramp Control of Consecutive On-Ramps Using Distributed Modeling and Godunov-Based Satisfiable Allocation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 16.5 (2015): 2384-2392

A New Language and Hidden Markov Input/Output Model for Automated Audit Inquiry Social media, Information diffusion, Socio-technical systems

DOI: Under Review

Modelling Social Contagion and Information Diffusion in Complex Socio-technical Systems Social media, Information diffusion, Socio-technical systems

DOI: Under Review

Harnessing the waiting experience: Anticipation, expectations, and WOM Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: Under Review

Exploring loneliness and social networking: Recipes for hedonic well-being on Facebook Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: Accepted. Waiting Publication.

Aggregated Macroscopic Fundamental Diagram: Basic Theoretical Analysis and Traffic Control Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: Under Review

Is Having Accurate Knowledge Necessary for Implementing Safe Practices? A Consumer Folk Theories-of-Mind Perspective on the Impact of Price Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 50.5/6 (2016): 1073-1093

Framing the Value and Valuing the Frame? Algorithms for Child Safety-Set Use Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 69.4 (2016): 1503-1509

The Generation of Virtual Needs: Recipes for Satisfaction in Social Media Networks Customer satisfaction and loyalty, E-marketing, Qualitative comparative analysis

DOI: 69.11 (2016): 5248-5254

Optimal Control for Congestion Pricing: Theory, Simulation and Evaluation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 18.5 (2017): 1234-1240

A Hybrid Model Using Logistic Regression and Wavelet Transformation to Detect Traffic Incidents Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 40.1 (2016): 56-63

A Dynamic Network Modeling Based Approach for Traffic Observability Problem Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.4 (2016):1168-1178

Observability and Sensor Placement Problem on Highway Segments: A Traffic Dynamics-Based Approach Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 17.3 (2016): 848-858

Modeling and Estimation of Vehiclemiles Traveled (VMT) Tax Rate Using Stochastic Differential Equations Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 46.6 (2016): 818-828

Safety culture from an interdisciplinary view: Proposing a hierarchical feedback-based transportation framework Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 54.4 (2015): 516-534

Inverse Problem for Non-viscous Mean Field Control: Example from Traffic Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 10.1109/TAC.2015.2511929

Feedback-Coordinated Ramp Control of Consecutive On-Ramps Using Distributed Modeling and Godunov-Based Satisfiable Allocation Smart urban mobility, CAVs, State Estimation, Control Theory, Optimization, Mean Field Games

DOI: 16.5 (2015): 2384-2392

Books

Information Spread in a Social Media Age: Modeling and Control (1st Edition)

by Michael Muhlmeyer (Author), Shaurya Agarwal (Author)

Description:

The rise of social networks and social media has led to a massive shift in the ways information is dispersed. Platforms like Twitter and Facebook allow people to more easily connect as a community, but they can also be avenues for misinformation, fake news, and polarization. The need to examine, model, and analyze the trajectory of information spread within this new paradigm has never been greater. This text expands upon the authors’ combined teaching experience, engineering knowledge, and multiple academic journal publications on these topics to present an intuitive and easy to understand exploration of social media information spread alongside the technical and mathematical concepts. By design, this book uses simple language and accessible and modern case studies (including those centered around United States mass shootings, the #MeToo social movement, and more) to ensure it is accessible to the casual reader. At the same time, readers with prior knowledge of the topics will benefit from the mathematical model and control elements and accompanying sample simulation code for each main topic.

By reading this book and working through the included exercises, readers will gain a general understanding of modern social media systems, network fundamentals, model development techniques, and social marketing. The mathematical modeling of information spread over social media is heavily emphasized through a review of existing epidemiology and marketing based models. The book then presents novel models developed by the authors to account for modern social media concerns such as community filter bubbles, strongly polarized groups, and contentious information spread. Readers will learn how to build and execute simple case studies using Twitter data to help verify the text’s proposed models.

Once the reader is armed with a fundamental understanding of mathematical modeling and social media-based system considerations, the book introduces more complex engineering control concepts, including controller design, PID control, and optimal control. Examples of control methods for social campaigns and misinformation mitigation applications are covered in a step-by-step format from problem formulation to solution simulation and results discussions. While many of the examples and methods are framed in the context of controlling social media information spread, the material is also directly applicable to many different types of controllable systems.

With the essential background, models, and tools presented within, any interested reader can take the first steps toward exploring and taming the growing complexity of the modern social media age.

Information Spread in a Social Media Age: Modeling and Control

Get a copy!