Computer Engineering Commons^™

Symptom Search: Predicting Symptom And Product Correlations Using Fda Adverse Effects Reports, Isabela Figueira, Neesha Godbole, Angelina Poole, Kelly Wesley

Computer Science and Engineering Senior Theses

Prescription and over-the-counter drugs are abundant now more than ever, and many people use them on a regular basis. These drugs come with a variety of side e↵ects, ranging from common to very rare. However, the symptoms listed on drug packaging might not be the only symptoms that a consumer might experience when taking a specific drug. When experiencing a symptom, consumers might think they have a disease, turn to the Web for answers, and attempt to diagnose themselves when a disease is not necessarily the cause. Instead, these symptoms might be reactions to medications; however, the first thought that …

Authenticated Authorship, Andrew Leonard, Mikhail Smelik, Stephen Chuang

Computer Science and Engineering Senior Theses

Recently there has been an increase of fake news which makes it so that people have a more difficult time of understanding if the article that they are reading is real or not. In addition, it is significantly easier for people to fabricate an article and pose it as if it was created by another person. Our solution to these problems is to create a system which will allow authors to sign their documents and publish them with a generated signature. This signature will allow readers to see if the article has not been tampered with as well as find …

Virtual Museum For Nacha, Sonali Chaudhry, Alisa Hawthorne

Computer Science and Engineering Senior Theses

Our team worked with the Nso’ Arts and Cultural Heritage Association and created a virtual museum in order to increase awareness of the unique culture of the Nso’ people in Cameroon, Africa. A lot of information from this region is in danger of being lost due to political tension and poor artifact conservation, and many people, including the Cameroonian youth, are not prioritizing the preservation of their culture and history. Creating a website where individuals can view the art, history, and culture found in Cameroon is the best way to increase the availability of knowledge of the Nso’ people. Such …

Vplot, Dante Dalla Gasperina, Kush Mahajani, Alex Martin, Collin Walther

Computer Science and Engineering Senior Theses

Robotic systems under development in the Santa Clara University Robotic Systems Laboratory (RSL) generate large amounts of data that must be interpreted in real-time. Many dimensions of this data must be visualized at once, such as temperature, location, and certainty of the measurement. Current data visualization softwares (such as Mathematica and Simulink) are ill-suited to visualize this much data, due to lack of customization. To solve this, we propose a system that allows users to view real-time streaming data in a virtual reality environment. This allows the user to easily interpret large, detailed datasets through an intuitive interface.

Perfect Snap, Manoj Adhikari, Colby Harper, Sean Karstein

Computer Science and Engineering Senior Theses

Taking group photos during important events is a common practice. Group photos are taken to remember cheerful times when people had an opportunity to meet many other people. However, an unappealing facial expression of one person can easily ruin the entire photo. Capturing the wrong moments when a person doesn’t look attractive can leave him/ her displeased from the complete event experience. A solution is to develop a mobile app that captures the moment when everyone is smiling with eyes wide open. Our solution aims to develop an iPhone app that will preclude users from worrying about not having a …

Scu Evals, Fredrik Blomqvist, Joseph Théberge

Computer Science and Engineering Senior Theses

Evaluating professors and classes is a common task at universities across the United States. It helps professors improve courses, and guides students when choosing classes tailored to their learning style. The current available evaluation platforms do not offer intuitive, up-to-date, and encouraging solutions to this problem; thus, SCU Evals was launched. Our platform has a production-ready foundation with a significant amount of optimized features to maximize the user experience. Furthermore, it utilizes the latest technologies, and the project is fully open source to increase its overall lifetime. The end goal is to provide a platform that would improve the academic …

Communication System For Firefighters, Nicholas Goodpaster, Steven Booth, Griffin Moede, John-Paul Hurley

Computer Science and Engineering Senior Theses

Currently firefighters use two-way radios to communicate on the job, and they are forced to write reports based on their memory because there is not an easy way to record the communications between two-way radios. Firefighters need a system to automatically document what happened while they were responding to a call. To save them a significant amount of time when creating reports, our solution is to implement an application that allows firefighters to take pictures, record video and communicate in real time with their team of on-site responders. The proposed system will use a Wireless Local Area Network (WLAN) hosted …

Musical Casual Creator For Easy Self-Expression, Louis Lin, Ian Santillano

Computer Science and Engineering Senior Theses

People with autism often struggle with the ability to communicate. As a result, many people with autism become frustrated in their attempts to express their thoughts and feelings fully. Current forms of music therapy are designed to improve the lives of patients with autism, but are inefficient at developing their communication skills. Our project is designed to help music therapy patients express themselves through the creation of music. A patient will be able to “write” a song through the power of his or her feelings. With our system, music therapy patients can actively drive the entire creative process and learn …

Login Authentication With Facial Gesture Recognition, Ruiwen Li, Songjie Cai, Tor Saxberg

Computer Science and Engineering Senior Theses

Facial recognition has proven to be very useful and versatile, from Facebook photo tagging and Snapchat filters to modeling fluid dynamics and designing for augmented reality. However, facial recognition has only been used for user login services in conjunction with expensive and restrictive hardware technologies, such as in smart phone devices like the iPhone x. This project aims to apply machine learning techniques to reliably distinguish user accounts with only common cameras to make facial recognition logins more accessible to website and software developers. To show the feasibility of this idea, we created a web API that recognizes a users …

Multi-Bot Easy Control Hierarchy, Ryan Cooper, Marton Demeter, Jonathan Ho, Alan Nguyen

Computer Science and Engineering Senior Theses

The goal of our project is to create a software architecture that makes it possible to easily control a multi-robot system, as well as seamlessly change control modes during operation. The different control schemes first include the ability to implement on-board and off-board controllers. Second, the commands can specify either actuator level, vehicle level, or fleet level behavior. Finally, motion can be specified by giving a waypoint and time constraint, a velocity and heading, or a throttle and angle. Our code is abstracted so that any type of robot - ranging from ones that use a differential drive set up, …

Scudent Books: A University-Focused Bookselling Platform, Winston Chang, Christina Ciardella, Renee Prescilla

Computer Science and Engineering Senior Theses

As the beginning of each university semester or quarter commences, so does the rush to acquire books for classes. The search for school books is a busy and important task for many students. However, an entire slew of problems and frustrations emerge with this academic race to gather books. To begin, students have to deal with the traditional frustrations of expensive textbooks sold at the university bookstore which is especially troublesome for those on a tight budget. Additionally, required textbooks for classes may not be available at the bookstore or require restocking which can take an unknown amount of time. …

Smartmirror: A Glance Into The Future, Jason Chen, Matthew Koken

Computer Science and Engineering Senior Theses

In todays society, information is available to us at a glance through our phones, our laptops, our desktops, and more. But an extra level of interaction is required in order to access the information. As technology grows, technology should grow further and further away from the traditional style of interaction with devices. In the past, information was relayed through paper, then through computers, and in todays day and age, through our phones and multiple other mediums. Technology should become more integrated into our lives - more seamless and more invisible. We hope to push the envelope further, into the future. …

Artificial Intelligence Hardware Accelerator, Maor Bernstein, Patrick Miller

Computer Science and Engineering Senior Theses

This paper documents the investigation and implementation of the mathematics behind artificial intelligence using a programmable gate array interfaced through a software API. Machine learning is made possible through training on large amounts of information and is often performed across clusters of CPUs in an attempt to minimize runtime. In an attempt to make this process less resource intensive, we are researching how to optimize the most intensive of operations by offloading them to a field of programmable gate array.

Point Cloud Framework For Rendering 3d Models Using Google Tango, Maxen Chung, Julian Callin

Computer Science and Engineering Senior Theses

This project seeks to demonstrate the feasibility of point cloud meshing for capturing and modeling three dimensional objects on consumer smart phones and tablets. Traditional methods of capturing objects require hundreds of images, are very slow and consume a large amount of cellular data for the average consumer. Software developers need a starting point for capturing and meshing point clouds to create 3D models as hardware manufacturers provide the tools to capture point cloud data. The project uses Googles Tango computer vision library for Android to capture point clouds on devices with depth-sensing hardware. The point clouds are combined and …

Sclork 2.0, Juan Miguel Baluyut, Jowy Curameng

Computer Science and Engineering Senior Theses

For the past 10 years, the Laptop Orchestra is an emerging interdisciplinary field that involves Computer Science, Engineering, and music. In the past 4 years, Santa Clara University has developed it’s own Laptop Orchestra ensemble called SCLork. For this project, we will be making improvements to the Laptop Orchestra by incorporating a mobile phone element for audience participation. In addition, we will be designing an original composition using computer science sound synthesis techniques. Our mobile element is implemented as a mobile-friendly website that will be accessed by audience members. This website will be used in tandem by both audience and …

Track My Hoist, Brett Harrison, Madison Rubia, Paras Zaveri

Computer Science and Engineering Senior Theses

Construction sites all over the world rely on hoist lifts for transporting material and workers at the job site. Despite being such an integral part of construction projects, there is currently no tool to track the use of this critical and highly necessary piece of equipment at the construction site. The purpose of this project is to design a systemthat would enable the managers and employees of construction companies to efficiently track and manage the hoist lifts at their sites.

Efficient tracking and management of the lifts would result in savings of cost, time, and energy for the construction companies. …

Powerplaylist: A Collaborative Web Application That Aims To Give Everyone A Voice, Sara Cassella, Alexander Polatnick, Kristen Ronhovde

Computer Science and Engineering Senior Theses

PowerPlaylist is a client-server based online collaborative playlist that allows guests of a party to have private access to the hosts playlist. Guests can access the queue of songs, request songs, or up-vote or down-vote songs already requested by other guests. Before PowerPlaylist, there was no musical platform that allowed guests at an event to express his or her opinions on what music should be played without distracting the host or DJ. This web application platform solves that problem while requiring little authentication, and not requiring any software downloads in order to be used. PowerPlaylist aims to give every guest …

Virtual Reality Rhythm Game, Joshua Yi, Jordan Lai

Computer Science and Engineering Senior Theses

Virtual reality headsets such as the HTC Vive and Oculus Rift bring robust virtual reality technology in the hands of consumers. However, virtual reality technology is still a very new and unexplored domain with a dearth of compelling software that takes advantage of what virtual reality has to offer. Current rhythm games on the virtual reality platform lack a sense of immersion for the player. These games also require players to remain stationary during gameplay. Our solution is a game where players have to hit musical notes that appear in a trail around them. The trail will move in different …

Design And Implementation Of A Direct/Indirect Hybrid Trust Model For Secure Authentication In A Mobile Ad Hoc Network, Immanuel Amirtharaj, Eric Bonilla, Parker Newton

Computer Science and Engineering Senior Theses

We investigated the problem of cryptographic key authentication in a mobile ad hoc network (MANET). Using the theory of digital trust, we propose an authentication scheme for MANETs that includes a hybrid trust model between the direct and indirect approaches. Our hybrid trust model supplies trust data to a decentralized web of trust in order to authenticate nodes in a MANET. We ran some simulations of our authentication scheme to verify its security and investigate potential trust threshold values. Also, we designed and implemented a proof-of-concept iOS application that implements our authentication scheme. Some future work includes investing several implications …

Ehras: Electronic Healthcare Record Management For Ad Hoc Settlements, Jack Kingsman, Evan Paul, Max Werner

Computer Science and Engineering Senior Theses

Providing reliable and accurate healthcare to refugees in an ad hoc setting can be challenging for a variety of reasons, and most settlements currently utilize little to no record keeping for patients. EHRaS, our mobile-first electronic healthcare record management system, can provide an inexpensive electronic healthcare record (EHR) solution that is flexible in last-mile applications where infrastructure and technical support is at a minimum. By utilizing NFC technology, novel caching practices, and an extensible interface, our system not only securely identifies patients and authorizes staff to access sensitive medical data, but generally provides a competitive, low-overhead alternative to other open …

Pro-Resume: The Infographic Resume Builder, Ivy Wu, Kyra Wayne, Sanika Lakka, Tanisha Rai

Computer Science and Engineering Senior Theses

Scoring an interview is a challenge for any job seeker these days, thus having a unique and well-organized resume is crucial to grab a recruiter’s attention. Online resume builders such as ResumeNow and VisualizeMe have been created to help users build resumes; however, their templates are lacking in quantity, customizability, and in some instances, even legibility. Thus, our team set out to create an infographic online resume builder, a web application that allows its users to build, organize, and beautify their resumes to aid them in their job search. Our system allows for easy integration with their LinkedIn profiles so …

Real Time Analysis Of Eye Gaze Data, Nathan Ng, Andrew Wei

Computer Science and Engineering Senior Theses

Eye Tracking is an up and coming form of technology that allows the analysis of human interaction and attention patterns. This can be extremely useful in multiple aspects such as the automotive industry, the medical field, gaming industries, and schools and universities. But what hasn't been done yet is the real time analysis of that data. In this document, we propose to bridge the gap between raw data gathered from the Tobii Pro X3-120 Eye Tracker and the real time analysis of that data. Doing so will unlock untapped potential in the form of dynamic applications and real time experiment …

Intelligent Coordination And Automation For Smart Home Accessories, Alexander Choulos, Tian Zhang

Computer Science and Engineering Senior Theses

Smarthome accessories are rapidly becoming more popular. Although many companies are making devices to take advantage of this market, most of the created smart devices are actually unintelligent. Currently, these smart home devices require meticulous, tedious configuration to get any sort of enhanced usability over their analog counterparts. We propose building a general model using machine learning and data science to automatically learn a user's smart accessory usage to predict their configuration. We have identified the requirements, collected data, recognized the risks, implemented the system, and have met the goals we set out to accomplish.

On The Relative Positioning Of Mobile Devices Through Bluetooth Analysis, Karsten Andersen, Matt Gibson

Computer Science and Engineering Senior Theses

Currently, there is no way to accurately track a mobile devices position in a given space without the use of GPS or WiFi. This means that people who are interested in understanding where they currently are in relationship to other people or landmarks and do not have access to these technologies are not able to get accurate location information. In many cases, GPS and WiFi fail to provide the accuracy required to provide useful information as well.

Our solution is a software layer that utilizes existing bluetooth hardware to create a highly accurate relative positioning system. The software layer utilizes …

Shot Clock, Kory Bartlett, Farzad Fred Feyzi

Computer Science and Engineering Senior Theses

The sports sector has experienced major growth over the past couple of decades and is anticipated to grow even faster in the foreseeable future, especially as media technology continues to advance and access to sports games continues to increase. As the audience of sports enthusiast and observers expands, more people may miss the most recent and interesting sporting events from the previous night. Many websites have attempted to serve these groups, but they have become cluttered with articles or short-clips that hold little to no significance to the sporting outcome. These websites have begun to get away from the simple …

Conversation Station, Davis Allen, Robert Bayer

Computer Science and Engineering Senior Theses

We built a mobile application that improves speed and personalization in conversations for people struggling with verbal communication. Many people diagnosed with autism, Down syndrome, and other disorders face daily challenges involving communication due to speech impediments. Existing solutions allow users to communicate via speech cards or typing on a keyboard. However, these solutions make tradeoffs between personalization and speed, compromising what it takes to have fluid, natural) and rewarding conversations. Our solution speeds up personalized communication by applying Machine Learning principles, Artificial Intelligence, and Natural Language Processing. Our project will predict how a user will respond based on natural …

Taking Afrobarometer Data Everywhere, Christen Nguyen, Sean Thomas, Adrienne Tina

Computer Science and Engineering Senior Theses

According to statistics gathered by research group Afrobarometer, many countries in Africa lack infrastructure and basic necessities. In fact, Afrobarometer knows the specific rates of need and availability sampled across thirty-six countries but more prosperous African countries do not know these numbers. These more developed countries are in a position to help their less fortunate neighbors if only made aware of the social and economic climate in the respective areas. Our partnership with Afrobarometer will allow us to advertise these statistics through the use of a mobile application. The data will be displayed in a way that is easy for …

Explorable 3d Model Of Scu Campus, Benjamin Giglione

Computer Science and Engineering Senior Theses

My project is an interactive 3D model of SCU campus, which prospective students and their parents can explore without actually having to make the journey to campus. The architecture of the university is made traversable by running under Unreal Engine 4 which is a 3D game development framework that supports the Oculus Rift. The Oculus Rift is a virtual reality headset, which enhances the immersive experience for users of the SCU campus application. It accomplishes this by displaying the rendered images in immersive 3D right in front of their faces, and tracking their head motion and moving the viewpoint in …

Looma Lesson Planner, Elise Herrmannsfeldt, Suparna Jasuja, Kate Lassalle-Klein, Roshan Ramankutty

Computer Science and Engineering Senior Theses

Looma Lesson Planner is a web application that allows its users, experienced educators, to select, organize, and present existing classroom materials and educational content in the format of a custom-made lesson plan. Looma, an all-in-one computer developed by non-profit organization VillageTech Solutions, is designed for school teachers in rural Nepal, India. It provides them with basic access to textbooks, activities, and digital media that may be relevant in meeting Nepal's curriculum requirements. However, Looma did not initially include a simple interface for teachers to connect many different forms of content together into cohesive, custom lesson plans.

Our application presents and …

Fixthecity: Local Government Complaint Management System, Amanpreet Dhoor, Kevin Ta, Melissa Portillo

Computer Science and Engineering Senior Theses

For a large city, such as San Jose, it can be difficult to keep track of all of the city property that needs fixing. One way to remedy this would be to increase citizen involvement by creating an easy way for citizens to report problems. The current method for doing this is either to call the problem in or to navigate through department webpages to fill out a form. The city also has an app called San Jose Clean, through which people can report graffiti by taking a photo with their phone, but graffiti is the only problem it deals …