Open Access. Powered by Scholars. Published by Universities.®
- Discipline
-
- Physical Sciences and Mathematics (2843)
- Computer Engineering (2060)
- Electrical and Computer Engineering (1820)
- Civil and Environmental Engineering (1769)
- Mechanical Engineering (1647)
-
- Computer Sciences (1599)
- Operations Research, Systems Engineering and Industrial Engineering (1263)
- Artificial Intelligence and Robotics (949)
- Materials Science and Engineering (910)
- Numerical Analysis and Scientific Computing (875)
- Systems Science (864)
- Civil Engineering (681)
- Chemical Engineering (673)
- Environmental Sciences (619)
- Biomedical Engineering and Bioengineering (586)
- Sustainability (509)
- Mining Engineering (492)
- Aerospace Engineering (458)
- Oil, Gas, and Energy (456)
- Social and Behavioral Sciences (411)
- Life Sciences (359)
- Environmental Engineering (348)
- Energy Systems (340)
- Transportation Engineering (335)
- Structural Materials (295)
- Environmental Monitoring (292)
- Earth Sciences (290)
- Education (276)
- Environmental Indicators and Impact Assessment (270)
- Institution
-
- China Simulation Federation (862)
- Missouri University of Science and Technology (515)
- University of Kentucky (470)
- Chulalongkorn University (383)
- California Polytechnic State University, San Luis Obispo (380)
-
- University of Nebraska - Lincoln (344)
- TÜBİTAK (335)
- Utah State University (326)
- Purdue University (228)
- Technological University Dublin (217)
- China Coal Technology and Engineering Group (CCTEG) (203)
- Embry-Riddle Aeronautical University (192)
- University of Arkansas, Fayetteville (191)
- Old Dominion University (187)
- Ministry of Higher and Secondary Specialized Education of the Republic of Uzbekistan (177)
- University of Central Florida (177)
- Brigham Young University (175)
- Louisiana State University (171)
- Air Force Institute of Technology (167)
- University of Texas at Arlington (149)
- University of South Carolina (146)
- Marquette University (145)
- Engineering Conferences International (142)
- Michigan Technological University (139)
- Portland State University (130)
- West Virginia University (121)
- City University of New York (CUNY) (113)
- Wright State University (112)
- University of New Mexico (110)
- Washington University in St. Louis (107)
- Keyword
-
- Engineering (121)
- Machine learning (112)
- Simulation (87)
- Design (81)
- Optimization (80)
-
- College of Engineering (79)
- Sustainability (69)
- Deep learning (62)
- Georgia Southern University (52)
- Environment (51)
- Modeling (49)
- Machine Learning (47)
- Additive manufacturing (44)
- Concrete (42)
- Mechanical Engineering (42)
- ASME (41)
- Envirome (40)
- Robotics (40)
- Sustain (40)
- Conference (37)
- Groundwater (37)
- UAV (37)
- ECTC (36)
- Proceedings (36)
- Transportation (35)
- CFD (34)
- Computer Science (34)
- Deep Learning (34)
- Corrosion (33)
- Classification (32)
- Publication
-
- Journal of System Simulation (862)
- Theses and Dissertations (530)
- Chulalongkorn University Theses and Dissertations (Chula ETD) (350)
- Turkish Journal of Electrical Engineering and Computer Sciences (335)
- Electronic Theses and Dissertations (311)
-
- World of Coal Ash Proceedings (224)
- Coal Geology & Exploration (203)
- Faculty Publications (166)
- Doctoral Dissertations (109)
- Master's Theses (108)
- International Conference on Durability of Concrete Structures (106)
- Publications (104)
- Construction Management (102)
- Browse all Theses and Dissertations (89)
- Electrical and Computer Engineering Faculty Research & Creative Works (87)
- Graduate Theses, Dissertations, and Problem Reports (ETD) (87)
- USF Tampa Graduate Theses and Dissertations (86)
- Journal of Tashkent Institute of Railway Engineers (85)
- Masters Theses (84)
- Williams Honors College, Honors Research Projects (81)
- Dissertations (80)
- College of Engineering News (79)
- Graduate Theses and Dissertations (79)
- Articles (78)
- Mechanical and Aerospace Engineering Faculty Research & Creative Works (73)
- Dissertations and Theses (71)
- Open Access Theses & Dissertations (70)
- Dissertations, Master's Theses and Master's Reports (64)
- Research Collection School Of Computing and Information Systems (64)
- Journal of Electrochemistry (63)
- Publication Type
Articles 4021 - 4050 of 10504
Full-Text Articles in Engineering
Financial Feasibility Of Leed Certified Buildings For Developers And Investors, Erik P. Henriksen
Financial Feasibility Of Leed Certified Buildings For Developers And Investors, Erik P. Henriksen
Construction Management
This is a case study on a small to mid-size private equity firm that deals with real estate development as well as investment to find out the financial feasibility of LEED certified buildings in today’s building climate. Interviews with two investment analysts at this firm who are versed in LEED certification about how it is looked at in their company as well as the broader industry will give insights into the feasibility of developing or investing in environmentally friendly buildings. This impacts the real estate and construction industries due to the fact that developers and investors are often times a …
Cal Poly Engineering East – Building 20, A Critical Analysis Of Mechanical Needs And Distribution Of Mechanical Resources, Rhea Bae
Construction Management
Older buildings on the Cal Poly campus need renovation, particularly with the heating, ventilation, air-conditioning (addressed as HVAC) systems in the classrooms. The HVAC units within the old buildings are obsolete, inefficient, and are most likely due for replacement. The Engineering East building, also known as Building 20, is an example of a campus building that requires a quality HVAC system. By upgrading the HVAC, the building conditions can be positively enhanced through better cooling and ventilation, allowing students in the labs and classrooms to have a better experience within the building. This paper details the methodology behind installing a …
Joy Playground Project, Atascadero California, Nick Vollucci
Joy Playground Project, Atascadero California, Nick Vollucci
Construction Management
Parents for Joy is a group of parents and families of children with special needs in and around the small town of Atascadero, California. The group is working on designing and building a playground that accommodates the needs of their loved ones. This playground will have features that are accessible to people of all degrees of mobility and agility, and that promotes safety and inclusivity.Mission Statement: On their website, Parents for Joy provides the following mission statement: “Parents For Joy is a group of parents, families, and friends living in and around the small town of Atascadero, who have children …
Interim Field Guide For Construction And Testing Of Concrete Shear Wall With Added Frp Layer, Carlos Alberto Espitia
Interim Field Guide For Construction And Testing Of Concrete Shear Wall With Added Frp Layer, Carlos Alberto Espitia
Construction Management
In Los Angeles, many of the hospitals are no longer up to code as they were built in the 1970’s. The shear walls that the hospitals were constructed on stand to experience major failures in the event of a seismic event and this is the issue that this student research team was assigned with. This project was to design, procure, and construct all necessary constraints to be able to test a wall that is fundamentally similar to that of the sheer walls in these hospitals. Once this was complete the goal was to test two walls with an added FRP …
Construction Management Computer Lab Redesign, Matt Williamson
Construction Management Computer Lab Redesign, Matt Williamson
Construction Management
This project looked to take an inventory of the current Construction Management computer lab, communicate with students and other stakeholders about how the computer lab is used, look ahead to how the lab will be used in the future, and create a new design that best suits the Construction Management department.
Tiny Home Retail, Shane M. Simpson
Tiny Home Retail, Shane M. Simpson
Construction Management
Tiny homes on wheels are exploding in popularity all around the world. Television shows and YouTube channels dedicated to tiny homes have garnered cult followings. Many people view purchasing or constructing a tiny home as a viable option to gain freedom and escape the perceived trap of renting or home ownership. There seems to be a market for these homes, however, after research I found purchasing one can be extremely expensive. Therefore, I decided I would contact manufacturers in China and enter a partnership where I would attempt to sell their tiny homes for a profit. I created a website …
Implementing An “Intro To Sst” Topics Course, Connor M. Cody
Implementing An “Intro To Sst” Topics Course, Connor M. Cody
Construction Management
This study is designed to gauge Cal Poly Construction Management students interest level in a potential new topics course, “Intro to SST”, that will feature small building projects and emphasize construction safety. With this course, students will be more experienced and safe with building in the SST prior to the Residential and Commercial building labs, as well as receiving a brief knowledge of what goes into the trade jobs on a day to day basis. Students were asked to answer ten questions – nine survey and one free response. These questions were designed to provide quantitative and qualitative data that …
Documentation Of Concrete Slabs Prior To Pours, Peter D. Riley
Documentation Of Concrete Slabs Prior To Pours, Peter D. Riley
Construction Management
Concrete slabs in multi-level commercial building projects contain many components that become no longer visible once concrete has been poured. As building designs advance and continue to locate components in concrete, it is important to document what these slabs contain in order to verify accurate craftsmanship and allow for improved future construction workflows and building modernizations. This paper explores current industry needs for proficient documentation as well as practices to achieve this. A case study was conducted, testing four devices that analyzed feasibility factors for realistic implementation by a contractor such as cost, interoperability, and level of skill required for …
A Case Study On The Use Of Drones On Heavy Civil Construction Projects, William Devers
A Case Study On The Use Of Drones On Heavy Civil Construction Projects, William Devers
Construction Management
Even though the construction industry is known for being behind the curve in adopting new technologies for change, construction professionals are constantly striving for ways to save money and improve efficiency. The emergence of drone technology in recent years has sparked new interest among these professionals for those exact reasons. These flying machines offer numerous benefits to construction companies such as bypassing traditional surveying methods, using photogrammetry to create 3D models used for estimating quantities, improving team communication, ensuring worker safety, increasing owner satisfaction, among other benefits. In this case study, personal interviews will be conducted on a single construction …
Site Safety In San Luis Obispo County, Crystal Becerra
Site Safety In San Luis Obispo County, Crystal Becerra
Construction Management
Site safety is a key determinant in a project’s success. In order for a site safety plan to be effective it needs to be implemented and enforced from management all the way down to the laborers on site and it must be site specific. The goal of every safety plan is to identify potential hazards and to have zero accidents throughout the project’s construction. An accident on the jobsite can cause a project to be delayed, increase overall cost, and can even cause a fatal accident (Randle, 2018). This paper will investigate the factors affecting the lack of safety compliance …
A Case Study On The Feasibility Of Shipping Container Homes As Housing For Disaster Victims, Devin C. Cameron
A Case Study On The Feasibility Of Shipping Container Homes As Housing For Disaster Victims, Devin C. Cameron
Construction Management
This case study is designed to examine the feasibility and possible implementation of the use of modified steel shipping container units, as temporary relief housing for victims of natural disasters. In this study we will analyze an on-going shipping container project being constructed in Santa Rosa, CA as well as use previously constructed research on this type of construction. The point of this research is to develop and analyze areas in which shipping container projects like this one could be more expeditious and more cost efficient in the future. In short, my findings proved modular shipping container home construction, as …
Poly Canyon Observation Deck, Harrison James Woods, Anthony Joseph Pellegrini
Poly Canyon Observation Deck, Harrison James Woods, Anthony Joseph Pellegrini
Construction Management
This senior project paper will delve into the background, setbacks and triumphs that where undergone during the course of this project based senior project- The first permanent structure in Poly Canyon in 15 years. Built in true “Learn By Doing Fashion” in the experimental, hands-on lab that some may better know as “Architecture Graveyard.” The project was one of extreme adversity, from fundraising difficulties and a condensed schedule, to unique site conditions and lack of manpower. The students involved in this project showed a strong sense of purpose and determination to see this structure through to completion.
Process Of Adopting And Implementing Bim Technology: A Case Study, Andy J. Stone
Process Of Adopting And Implementing Bim Technology: A Case Study, Andy J. Stone
Construction Management
On any relatively large construction project, coordination between stakeholders, project managers, superintendents, subcontractors or any other entity becomes vitally important to the project’s success. Building Information Modeling (BIM) creates a virtual design model of a building, which helps construction managers increase efficiency in terms of cost, schedule and overall quality. By connecting 3-D models to coordination and clash detection software’s, construction managers can solve issues quicker or prevent them from happening in the first place. This case study aims to analyze the implementation and use of BIM technology by Shawmut Design and Construction. This study will also focus on the …
Data-Driven Integral Reinforcement Learning For Continuous-Time Non-Zero-Sum Games, Yongliang Yang, Liming Wang, Hamidreza Modares, Dawei Ding, Yixin Yin, Donald C. Wunsch
Data-Driven Integral Reinforcement Learning For Continuous-Time Non-Zero-Sum Games, Yongliang Yang, Liming Wang, Hamidreza Modares, Dawei Ding, Yixin Yin, Donald C. Wunsch
Electrical and Computer Engineering Faculty Research & Creative Works
This paper develops an integral value iteration (VI) method to efficiently find online the Nash equilibrium solution of two-player non-zero-sum (NZS) differential games for linear systems with partially unknown dynamics. To guarantee the closed-loop stability about the Nash equilibrium, the explicit upper bound for the discounted factor is given. To show the efficacy of the presented online model-free solution, the integral VI method is compared with the model-based off-line policy iteration method. Moreover, the theoretical analysis of the integral VI algorithm in terms of three aspects, i.e., positive definiteness properties of the updated cost functions, the stability of the closed-loop …
An Investigation Into The Value And Benefits Of The Solidworks Certification Program, Joseph Rudy, Rustin Webster
An Investigation Into The Value And Benefits Of The Solidworks Certification Program, Joseph Rudy, Rustin Webster
School of Engineering Technology Faculty Publications
This descriptive research study explores the perceived value and benefits of the SOLIDWORKS certification program for students and working professionals. In the last decade, computer-aided design (CAD) certifications have grown in availability and popularity, and CAD software vendors and resellers have made bold claims concerning their value. However, minimal evidence-based research has been conducted to explore the actual value gained from obtaining such a certification. This study involved the use of an online survey given to a cross-sectional sample of certified SOLIDWORKS professionals located in the western region of the United States. Students, educators, and SOLIDWORKS employees and resellers were …
Diversity In Engineering Technology Students, Eliabeth Dell, Anne M. Lucietto, Elaine Cooney, Lisa Russell, Emily Schott
Diversity In Engineering Technology Students, Eliabeth Dell, Anne M. Lucietto, Elaine Cooney, Lisa Russell, Emily Schott
School of Engineering Technology Faculty Publications
In the US, there are two academic pathways to a career in engineering: Engineering and Engineering Technology (ET). Engineering Technology attracts more African American and Latin American students than traditional engineering programs. Nationally, African American students are more than twice as likely to enroll in an ET program versus Engineering. We suspect it may be due to traditional Engineering programs’ requirement of higher levels of math and science classes, often lacking in under-privileged or underserved urban or rural high schools. Recently published research by the New York Equity Coalition supports this supposition. Understanding the reasons for the higher representation of …
Construction Management Technology Students Choice Of Major, Anthony E. Sparkling, Anne M. Lucietto, Aayushi Sinha, Trenton Thomas Hasser
Construction Management Technology Students Choice Of Major, Anthony E. Sparkling, Anne M. Lucietto, Aayushi Sinha, Trenton Thomas Hasser
School of Engineering Technology Faculty Publications
This study explores the following research questions: 1) What are the common attributes of college students that decide to pursue CM degrees; and, 2) What key motivational drivers that encourage students to remain in STEM majors? The study population considered were those students enrolled in CM undergraduate degree program in the United States (US). Over 100 students participated in an online survey to assess their backgrounds and experiences. Results illustrate early career decisions and other underlying motives shape students’ decisions to pursue CM undergraduate degree programs. Key drivers such as family background, personal interests, and role models/mentors are related to …
Quorum Blockchain Stress Evaluation In Different Environments, Daniel P. Mera
Quorum Blockchain Stress Evaluation In Different Environments, Daniel P. Mera
Student Theses
In today’s world, the Blockchain technology is used for different purposes has brought an increment in the development of different Blockchain platforms, services, and utilities for storing data securely and efficiently. Quorum Blockchain, an Ethereum fork created by JPMorgan Chase, has placed itself in one of the widely used, efficient and trustful Blockchain platforms available today. Because of the importance which Quorum is contributing to the world, it is important to test and measure different aspects of the platform, not only to prove how efficient the software can be but as well as to have a clear view on what …
Vehicle Information System Using Blockchain, Amey Zulkanthiwar
Vehicle Information System Using Blockchain, Amey Zulkanthiwar
Electronic Theses, Projects, and Dissertations
The main purpose of a vehicle information system using blockchain is to create a transparent and reliable information system which will help consumers buy a vehicle; it is a vehicle information system. The blockchain system will create a time sequence chain of events database for each vehicle from the original sale. It will include insurance, vehicle repair, and vehicle resale. This project is mainly divided into three parts. Part one is used by the administration who will create the blockchain and will give authentication to a different organization to create the blockchain. Part two will be used by the Organization …
Data Driven Workforce Performance Planning, Christopher Barajas
Data Driven Workforce Performance Planning, Christopher Barajas
Electronic Theses, Projects, and Dissertations
The business of logistics and transportation is increasing in demand and complexity and will do so into the future. As with many businesses in the digital age, large amounts of data is being generated at increasing speeds leading us all into the era of big data. A common result is that organizations are left data rich and information poor. At ABC Logistics, and many other third party logistics and transportation companies, the question is how to harness the data and create centers of excellence through business intelligence methodologies. This research project goes through the steps taken to identify an area …
Building A Secure Network Test Environment Using Virtual Machines, Byungjin Lee
Building A Secure Network Test Environment Using Virtual Machines, Byungjin Lee
Electronic Theses, Projects, and Dissertations
The objective of this project is to provide an overview of how to create a secure network test environment using virtual machines with Red Hat CentOS 7. Using virtual machines to create a secure network test environment simplify the workflow of testing several servers including network segmentation, network path redundancy, and traffic control using a firewall. This study suggests a set of guidelines for building a secure network test environment that includes a Domain Name Server (DNS), Web Server, File Transfer Protocol (FTP) Server, and a firewall. The documentation provided in this project is primarily useful for IT students looking …
A Numerical Simulation Optimizing Droplet Motion Driven By Electrowetting, Jake M. Lesinski
A Numerical Simulation Optimizing Droplet Motion Driven By Electrowetting, Jake M. Lesinski
Master's Theses
A numerical simulation of electrowetting on a dielectric was performed in COMSOL to grant insight on various parameters that play a critical role in system performance. The specific system being simulated was the Open Drop experiment and the parameters being investigated were the applied voltage, contact angle at the advancing triple point, and droplet overlap onto neighboring actuated electrodes. These parameters were investigated with respect to their effect on droplet locomotion performance. This performance was quantified by the droplets velocity and the dielectrophortic (DEP) force’s magnitude; the DEP force was calculated from integration of the Maxwell Stress Tensor, however, the …
Dielectric Function Tensor (1.5 Ev To 9.0 Ev), Anisotropy, And Band To Band Transitions Of Monoclinic Β-(AlXGa1–X)2O3 (X ≤ 0.21) Films, Matthew Hilfiker, Ufuk Kilic, Alyssa Mock, Vanya Darakchieva, Sean Knight, Rafal Korlacki, Akhil Mauze, Yuewei Zhang, James Speck, Mathias Schubert
Dielectric Function Tensor (1.5 Ev To 9.0 Ev), Anisotropy, And Band To Band Transitions Of Monoclinic Β-(AlXGa1–X)2O3 (X ≤ 0.21) Films, Matthew Hilfiker, Ufuk Kilic, Alyssa Mock, Vanya Darakchieva, Sean Knight, Rafal Korlacki, Akhil Mauze, Yuewei Zhang, James Speck, Mathias Schubert
Department of Electrical and Computer Engineering: Faculty Publications
A set of monoclinic β-(AlxGa1–x)2O3 films coherently grown by plasma-assisted molecular beam epitaxy onto (010)-oriented β-Ga2O3 substrates for compositions x ≤ 0.21 is investigated by generalized spectroscopic ellipsometry at room temperature in the spectral range of 1.5 eV–9.0 eV. We present the composition dependence of the excitonic and band to band transition energy parameters using a previously described eigendielectric summation approach for β-Ga2O3 from the study by Mock et al. All energies shift to a shorter wavelength with the increasing Al content in …
Investigating Consumer Satisfaction Towards Mobile Marketing, Dr Surabhi Singh
Investigating Consumer Satisfaction Towards Mobile Marketing, Dr Surabhi Singh
Journal of International Technology and Information Management
The extensive applications of mobile phones are visible in global companies for the marketing of their products. The popularity of mobile marketing is increasing considerably. This paper has provided insights into the perspectives of consumer attitude towards mobile marketing in India. The companies will develop an understanding of how mobile marketing influence consumer attitudes. The scale of measurement used for Attitudes was Likert scale and explained the consumer's behavior towards mobile marketing. The factors identified through the study will provide insights into Consumer buying behavior via mobile platforms. The analytical tool SPSS has been used for analysis by using methods …
Thermal Characterization Of Graphene/Polyethylene Nanocomposites, Ahmed Z. A. Abuibaid
Thermal Characterization Of Graphene/Polyethylene Nanocomposites, Ahmed Z. A. Abuibaid
Chemical and Petroleum Engineering Theses
Practically, almost all polymers are solidified from the melts for product-forming purposes. Therefore, the evolution of solid structure (crystallization behavior) from their molten form has prime importance in manufacturing high performance materials. Polyethylene (PE) is one of the most commonly used semi crystalline polymers all over the world. In this thesis, nanocomposites of PE with thermal reduced graphene (TRG) (PE/TRG) were prepared via solvent blending and the crystallization of PE has been investigated using a differential scanning calorimeter (DSC). The nanocomposites were crystallized from the melts under both isothermal and dynamic conditions, and evolution of crystal formation is studied using …
Impact Of Bioinspired Robots On Veterans Pursuing Stem Degrees, Otilia Popescu, Vukica M. Jovanovic, Krishnanand Kaipa, Karina Arcaute, Anthony W. Dean
Impact Of Bioinspired Robots On Veterans Pursuing Stem Degrees, Otilia Popescu, Vukica M. Jovanovic, Krishnanand Kaipa, Karina Arcaute, Anthony W. Dean
Engineering Technology Faculty Publications
The gap in the area of advanced manufacturing skilled workforce and the efforts in guiding veterans towards STEM careers are merged in the NSF funded project presented in this paper. While most of the products and STEM educational programs focused on a maker concept that are currently available are specifically designed for young population, at various K-12 grade levels, to increase their interest in STEM and engineering careers in particular, there is a limited availability of such programs to address adult population. The study presented in this paper focuses on developing and implementing a series of workshops for veterans, using …
Single Image Reflection Removal Beyond Linearity, Qiang Wen, Yinjie Tan, Jing Qin, Wenxi Liu, Guoqiang Han, Shengfeng He
Single Image Reflection Removal Beyond Linearity, Qiang Wen, Yinjie Tan, Jing Qin, Wenxi Liu, Guoqiang Han, Shengfeng He
Research Collection School Of Computing and Information Systems
Due to the lack of paired data, the training of image reflection removal relies heavily on synthesizing reflection images. However, existing methods model reflection as a linear combination model, which cannot fully simulate the real-world scenarios. In this paper, we inject non-linearity into reflection removal from two aspects. First, instead of synthesizing reflection with a fixed combination factor or kernel, we propose to synthesize reflection images by predicting a non-linear alpha blending mask. This enables a free combination of different blurry kernels, leading to a controllable and diverse reflection synthesis. Second, we design a cascaded network for reflection removal with …
R2gan: Cross-Modal Recipe Retrieval With Generative Adversarial Network, Bin Zhu, Chong-Wah Ngo, Jingjing Chen, Yanbin Hao
R2gan: Cross-Modal Recipe Retrieval With Generative Adversarial Network, Bin Zhu, Chong-Wah Ngo, Jingjing Chen, Yanbin Hao
Research Collection School Of Computing and Information Systems
Representing procedure text such as recipe for crossmodal retrieval is inherently a difficult problem, not mentioning to generate image from recipe for visualization. This paper studies a new version of GAN, named Recipe Retrieval Generative Adversarial Network (R2GAN), to explore the feasibility of generating image from procedure text for retrieval problem. The motivation of using GAN is twofold: learning compatible cross-modal features in an adversarial way, and explanation of search results by showing the images generated from recipes. The novelty of R2GAN comes from architecture design, specifically a GAN with one generator and dual discriminators is used, which makes the …
Matching Passengers And Drivers With Multiple Objectives In Ride Sharing Markets, Guodong Lyu, Chung Piaw Teo, Wangchi Cheung, Hai Wang
Matching Passengers And Drivers With Multiple Objectives In Ride Sharing Markets, Guodong Lyu, Chung Piaw Teo, Wangchi Cheung, Hai Wang
Research Collection School Of Computing and Information Systems
In many cities in the world, ride sharing companies, such as Uber, Didi, Grab and Lyft, have been able to leverage on Internet-based platforms to conduct online decision making to connect passengers and drivers. These online platforms facilitate the integration of passengers and drivers’ mobility data on smart phones in real-time, which enables a convenient matching between demand and supply in real time. These clear operational advantages have motivated many similar shared service business models in the public transportation arena, and have been a disruptive force to the traditional taxi industry.
Metagraph-Based Learning On Heterogeneous Graphs, Yuan Fang, Wenqing Lin, Vincent W. Zheng, Min Wu, Jiaqi Shi, Kevin Chang, Xiao-Li Li
Metagraph-Based Learning On Heterogeneous Graphs, Yuan Fang, Wenqing Lin, Vincent W. Zheng, Min Wu, Jiaqi Shi, Kevin Chang, Xiao-Li Li
Research Collection School Of Computing and Information Systems
Data in the form of graphs are prevalent, ranging from biological and social networks to citation graphs and the Web. Inparticular, most real-world graphs are heterogeneous, containing objects of multiple types, which present new opportunities for manyproblems on graphs. Consider a typical proximity search problem on graphs, which boils down to measuring the proximity between twogiven nodes. Most earlier studies on homogeneous or bipartite graphs only measure a generic form of proximity, without accounting fordifferent “semantic classes”—for instance, on a social network two users can be close for different reasons, such as being classmates orfamily members, which represent two distinct …