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2019

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Teacher Shortage As A Local Phenomenon: District Leader Sensemaking, Responses, And Implications For Policy, Erin Mchenry-Sorber, Matthew P. Campbell Jan 2019

Teacher Shortage As A Local Phenomenon: District Leader Sensemaking, Responses, And Implications For Policy, Erin Mchenry-Sorber, Matthew P. Campbell

Faculty & Staff Scholarship

While the teacher shortage is a national crisis, the manifestations of the shortage are felt most acutely at the local district level. The diversity of these micro-contexts often leads to disparities in the ways local school systems are served by large-scale initiatives. District leaders provide an important lens for understanding the localized manifestation of teacher shortages. This research contributes to the existing macro-level literature on teacher shortages through investigation of the ways in which district leaders in West Virginia make sense of and respond to the teacher shortage. As part of a broader study, we share analyses of interviews with …


Minimalistic Supramolecular Proteoglycan Mimics By Co-Assembly Of Aromatic Peptide And Carbohydrate Amphiphiles, Alexandra Brito, Yousef M. Abul-Haija, Diana Soares De Costa, Ramon Novoa-Carballal, Rui L. Reis, Rein V. Ulijn, Ricardo A. Pires, Iva Pashkuleva Jan 2019

Minimalistic Supramolecular Proteoglycan Mimics By Co-Assembly Of Aromatic Peptide And Carbohydrate Amphiphiles, Alexandra Brito, Yousef M. Abul-Haija, Diana Soares De Costa, Ramon Novoa-Carballal, Rui L. Reis, Rein V. Ulijn, Ricardo A. Pires, Iva Pashkuleva

Advanced Science Research Center

We report the co-assembly of aromatic carbohydrate and dipeptide amphiphiles under physiological conditions as a strategy to generate minimalistic proteoglycan mimics. The resulting nanofibers present a structural, fluorenylmethoxycarbonyl-diphenylalanine (Fmoc-FF) core and a functional carbohydrate (Fmoc-glucosamine-6-sulfate or -phosphate) shell. The size, degree of bundling and mechanical properties of the assembled structures depend on the chemical nature of the carbohydrate amphiphile used. In cell culture medium, these nanofibers can further organize into supramolecular hydrogels. We demonstrate that, similar to proteoglycans, the assembled gels prolong the stability of growth factors and preserve the viability of cultured cells. Our results demonstrate that this approach …


Definitions And Meaning For Future Teachers In Spatial Measurement: Length, Area, And Volume, Eryn M. Stehr Maher, Jia He Jan 2019

Definitions And Meaning For Future Teachers In Spatial Measurement: Length, Area, And Volume, Eryn M. Stehr Maher, Jia He

Proceedings of the Interdisciplinary STEM Teaching & Learning Conference (Archived)

U.S. students have consistently demonstrated poor performance in spatial reasoning in standardized testing (e.g., National Assessment of Educational Progress). One possible reason is students' lack of conceptual understanding of measurement concepts (length, area, volume, capacity). This paper describes different ways that mathematics textbooks written for future elementary teachers define meanings of measurement concepts, especially the meaning of measure, area, and the measurement process (generally and for area). We base the analysis of definitions and construction of complete definitions using several definitions of each concept from mathematics textbooks written for future elementary teachers (e.g., Beckmann, 2012; Sowder, Sowder, & Nickerson, 2010). …


Reading Perceptions Of Hispanic English Language Learner Families In New York City, Ligoria Berkeley-Cummins Jan 2019

Reading Perceptions Of Hispanic English Language Learner Families In New York City, Ligoria Berkeley-Cummins

Walden Dissertations and Doctoral Studies

Historically, Hispanic English language learners (ELLs) in the United States have had low reading achievement and low high school graduation and college entry rates, which has limited their employment opportunities. Although research indicates parental involvement is important to reading success, little is known about Hispanic ELL parents' perspectives on their children's reading development. The purpose of this basic qualitative study was to understand how parental involvement in 3rd grade Hispanic ELLs' reading development, as perceived by their families, may contribute to these students' reading proficiency. The framework for this study was Hedegaard's model of children's learning and development. The participants …


Internet Of Things In Smart Agriculture: Enabling Technologies, Abdul Salam, Syed Shah Jan 2019

Internet Of Things In Smart Agriculture: Enabling Technologies, Abdul Salam, Syed Shah

Computer Information Technology Faculty Publications

In this paper, an IoT technology research and innovation roadmap for the field of precision agriculture (PA) is presented. Many recent practical trends and the challenges have been highlighted. Some important objectives for integrated technology research and education in precision agriculture are described. Effective IoT based communications and sensing approaches to mitigate challenges in the area of precision agriculture are presented.


Effects Of The Sex Of The Perpetrator On Victims’ Subsequent Sexual Behaviors And Adulthood Sexual Orientations, Sandra S. Stroebel, Stephen L. O'Keefe, Karen Griffee, Karen V. Harper-Dorton, Keith W. Beard, Debra H. Young, Sam Swindell, Walter E. Stroupe, Kerri Steele, Megan Lawhon, Shih-Ya Kuo Jan 2019

Effects Of The Sex Of The Perpetrator On Victims’ Subsequent Sexual Behaviors And Adulthood Sexual Orientations, Sandra S. Stroebel, Stephen L. O'Keefe, Karen Griffee, Karen V. Harper-Dorton, Keith W. Beard, Debra H. Young, Sam Swindell, Walter E. Stroupe, Kerri Steele, Megan Lawhon, Shih-Ya Kuo

Faculty & Staff Scholarship

Data from 2,828 female and 1,556 male adult participants from a general population convenience sample were used to measure the effect of the sex of the perpetrator on the adult sexual orientation of the victims of child sexual abuse (CSA) by adult male or female perpetrators and early incest with parents or early incest with siblings. Sexual behaviors with female perpetrators tended to promote an orientation toward sex with females and analogous behaviors with male perpetrators tended to promote an orientation toward sex with males in victims of both sexes. Many forms of incest or CSA increased the likelihood the …


Construction Of Trisubstituted Chromone Skeletons Carrying Electron-Withdrawing Groups Via Phio-Mediated Dehydrogenation And Its Application To The Synthesis Of Frutinone A, Qiao Li, Chen Zhuang, Donghua Wang, Wei Zhang, Rongxuan Jia, Fengxia Sun, Yilin Zhang, Yunfei Du Jan 2019

Construction Of Trisubstituted Chromone Skeletons Carrying Electron-Withdrawing Groups Via Phio-Mediated Dehydrogenation And Its Application To The Synthesis Of Frutinone A, Qiao Li, Chen Zhuang, Donghua Wang, Wei Zhang, Rongxuan Jia, Fengxia Sun, Yilin Zhang, Yunfei Du

Faculty & Staff Scholarship

Abstract

The construction of the biologically interesting chromone skeleton was realized by PhIO-mediated dehydrogenation of chromanones under mild conditions. Interestingly, this method also found application in the synthesis of the naturally occurring frutinone A.


Submarine Groundwater Discharge Data At Meter Scale (223ra, 224ra, 226ra, 228ra And 222rn) In Indian River Bay (Delaware, Us), Carlos Duque, Karen L. Knee, Christopher J. Russoniello, Mahmound Sherif, Usama A. Abu Risha, Neil C. Sturchio, Holly A. Michael Jan 2019

Submarine Groundwater Discharge Data At Meter Scale (223ra, 224ra, 226ra, 228ra And 222rn) In Indian River Bay (Delaware, Us), Carlos Duque, Karen L. Knee, Christopher J. Russoniello, Mahmound Sherif, Usama A. Abu Risha, Neil C. Sturchio, Holly A. Michael

Faculty & Staff Scholarship

Abstract

Submarine groundwater discharge (SGD) was sampled at high-spatial resolution in Indian River Bay, DE, USA, in July 2016 to characterize the spatial variability of the activity of the radium and radon isotopes commonly used to estimate SGD. These data were part of an investigation into the methods and challenges of characterizing SGD rates and variability, especially in the coastal aquifer transition from freshwater to saltwater (Hydrogeological processes and near shore spatial variability of radium and radon isotopes for the characterization of submarine groundwater discharge (Duque et al., 2019)). Samples were collected with seepage meters and minipiezometers to obtain sufficient …


Geochronology And Depositional History Of The Sandy Springs Aeolian Landscape In The Unglaciated Upper Ohio River Valley, United States, Mathew P. Purtill, J. Steven Kite, Steven L. Forman Jan 2019

Geochronology And Depositional History Of The Sandy Springs Aeolian Landscape In The Unglaciated Upper Ohio River Valley, United States, Mathew P. Purtill, J. Steven Kite, Steven L. Forman

Faculty & Staff Scholarship

The study of active and stabilized late Quaternary aeolian landforms provides important proxies for past climate events and environmental transitions. Despite an overall increase in the study of aeolian landforms in previously glaciated and coastal settings in eastern North America, the history of aeolian sedimentation in many unglaciated inland alluvial settings remain poorly understood. This study reports on the geochronology and depositional history of aeolian landforms and sediments in the unglaciated upper Ohio Valley at the Sandy Springs site. Aeolian landforms and sediments include complex, linear, barchan-like, and climbing dunes; an interdune sand sheet; and sandy loess that blankets high …


Effect Of Bulk Composition On The Heterogeneous Oxidation Of Semi-Solid Atmospheric Aerosols, Hanyu Fan, Fabien Goulay Jan 2019

Effect Of Bulk Composition On The Heterogeneous Oxidation Of Semi-Solid Atmospheric Aerosols, Hanyu Fan, Fabien Goulay

Faculty & Staff Scholarship

Abstract: The OH-initiated heterogeneous oxidation of semi-solid saccharide particles with varying bulk compositions was investigated in an atmospheric pressure flow tube at 30% relative humidity. Reactive uptake coefficients were determined from the rate loss of the saccharide reactants measured by mass spectrometry at different monosaccharide (methyl-β-d-glucopyranoside, C7H14O6) and disaccharide (lactose, C12H22O11) molar ratios. The reactive uptake for the monosaccharide was found to decrease from 0.53 ± 0.10 to 0.05 ± 0.06 as the mono-to-disaccharide molar ratio changed from 8:1 to 1:1. A reaction–diffusion model was developed in order to determine the effect of chemical composition on the reactive uptake. The …


Large-Area, High Spatial Resolution Land Cover Mapping Using Random Forests, Geobia, And Naip Orthophotography: Findings And Recommendations, Aaron E. Maxwell, Michael P. Strager, Timothy A. Warner, Christopher A. Ramezan, Alice N. Morgan, Cameron E. Pauley Jan 2019

Large-Area, High Spatial Resolution Land Cover Mapping Using Random Forests, Geobia, And Naip Orthophotography: Findings And Recommendations, Aaron E. Maxwell, Michael P. Strager, Timothy A. Warner, Christopher A. Ramezan, Alice N. Morgan, Cameron E. Pauley

Faculty & Staff Scholarship

Despite the need for quality land cover information, large-area, high spatial resolution land cover mapping has proven to be a difficult task for a variety of reasons including large data volumes, complexity of developing training and validation datasets, data availability, and heterogeneity in data and landscape conditions. We investigate the use of geographic object-based image analysis (GEOBIA), random forest (RF) machine learning, and National Agriculture Imagery Program (NAIP) orthophotography for mapping general land cover across the entire state of West Virginia, USA, an area of roughly 62,000 km2. We obtained an overall accuracy of 96.7% and a Kappa statistic of …


A Data Envelopment Analysis Of West Virginia School Districts, Eduardo Minuci, Amir B. Ferreira Neto, Joshua Hall Jan 2019

A Data Envelopment Analysis Of West Virginia School Districts, Eduardo Minuci, Amir B. Ferreira Neto, Joshua Hall

Faculty & Staff Scholarship

West Virginia schools are consistently below the national average on the National Assessment of Educational Progress. Using Data Envelopment Analysis, we estimate the technical efficiency of West Virginia school districts. We find less variation in technical efficiency in West Virginia than in similar studies conducted in other states. This appears to be because of state policy imposing homogeneity of input usage. Due to the limited variation in technical efficiency across districts, we cannot analyze how non-school inputs such as socioeconomic factors affect technical efficiency across districts. Summary statistics organized by county economic status, however, suggest that socioeconomic status plays a …


Nitrogen Self-Doped Activated Carbons Derived From Bamboo Shoots As Adsorbent For Methylene Blue Adsorption, Bingbing Mi, Jingxin Wang, Hongzhong Xiang, Fang Liang, Jianfei Yang, Zixing Feng, Tao Zhang, Wanhe Hu, Xianmiao Liu, Zhijia Liu, Benhua Fei Jan 2019

Nitrogen Self-Doped Activated Carbons Derived From Bamboo Shoots As Adsorbent For Methylene Blue Adsorption, Bingbing Mi, Jingxin Wang, Hongzhong Xiang, Fang Liang, Jianfei Yang, Zixing Feng, Tao Zhang, Wanhe Hu, Xianmiao Liu, Zhijia Liu, Benhua Fei

Faculty & Staff Scholarship

Bamboo shoots, a promising renewable biomass, mainly consist of carbohydrates and other nitrogen-related compounds, such as proteins, amino acids and nucleotides. In this work, nitrogen self-doped activated carbons derived from bamboo shoots were prepared via a simultaneous carbonization and activation process. The adsorption properties of the prepared samples were evaluated by removing methylene blue from waste water. The factors that affect the adsorption process were examined, including initial concentration, contact time and pH of methylene blue solution. The resulting that BSNC-800-4 performed better in methylene blue removal from waste water, due to its high specific surface area (2270.9 m2 g−1), …


Protoconch Enlargement In Western Atlantic Turritelline Gastropod Species Following The Closure Of The Central American Seaway, Stephanie Sang, Dana Suzanne Friend, Warren Douglas Allmon, Brendan Matthew Anderson Jan 2019

Protoconch Enlargement In Western Atlantic Turritelline Gastropod Species Following The Closure Of The Central American Seaway, Stephanie Sang, Dana Suzanne Friend, Warren Douglas Allmon, Brendan Matthew Anderson

Faculty & Staff Scholarship

Abstract The closure of the late Neogene interoceanic seaways between the Western Atlantic (WA) and Tropical Eastern Pacific (TEP)—commonly referred to as the Central American Seaway—significantly decreased nutrient supply in the WA compared to the TEP. In marine invertebrates, an increase in parental investment is expected to be selectively favored in nutrient‐poor marine environments as prolonged feeding in the plankton becomes less reliable. Here, we examine turritelline gastropods, which were abundant and diverse across this region during the Neogene and serve as important paleoenvironmental proxies, and test whether species exhibit decreased planktotro‐ phy in the WA postclosure as compared to …


2019 Viewbook, Office Of Admissions Jan 2019

2019 Viewbook, Office Of Admissions

Viewbook

IMSA is a residential Academy of 652 diverse students who are passionate about learning. When you live alongside others, you create life-long friendships. You build your confidence and self-reliance. You appreciate other cultures and you celebrate your own. Our goal is to create a diverse and inclusive community of global citizens through our commitment to equity and excellence. At IMSA, all students will have the opportunity to realize their full potential and advance the human condition. You’ll keep connecting, you’ll keep growing, and you’ll make a difference.


Life: An Integrated Approach To Increase The Number Of Women Pursuing Careers In Stem, Bruce G. Bukiet, James Lipuma, Nancy Steffen-Fluhr Jan 2019

Life: An Integrated Approach To Increase The Number Of Women Pursuing Careers In Stem, Bruce G. Bukiet, James Lipuma, Nancy Steffen-Fluhr

STEM for Success Resources

2019 presentation of the LiFE: An Integrated Approach to Increase the Number of Women Pursuing Careers in STEM project at NSF INCLDUES


Development Of An In-Field Method For The Detection Of Barium In Various Water Samples Using Differential Pulse Anodic Stripping Voltammetry, Samantha Ridgway, Magdalena Wajrak Jan 2019

Development Of An In-Field Method For The Detection Of Barium In Various Water Samples Using Differential Pulse Anodic Stripping Voltammetry, Samantha Ridgway, Magdalena Wajrak

Research outputs 2014 to 2021

This work presents a reliable, cost-effective, rapid and in-field voltammetric method for the detection of barium. The optimized method consists of an ultrathin mercury film deposited in situ on a glassy carbon electrode in dilute potassium chloride without deoxygenation, using differential pulse anodic stripping voltammetry (DP-ASV). Application of the method allowed for the quantitative determination of barium concentration in a variety of waters and brake pad dust samples. Comparative analysis of sample results from DP-ASV with inductively coupled plasma mass spectroscopy (ICP-MS) showed a mean percent difference of 1.8%.


Scaling Analysis And Experimental Investigation Of A Rotating Detonation Engine, David Thomas Billups Jan 2019

Scaling Analysis And Experimental Investigation Of A Rotating Detonation Engine, David Thomas Billups

Graduate Theses, Dissertations, and Problem Reports (ETD)

Pressure gain combustion (PGC) technologies, specifically rotating detonation engines (RDEs), are poised to provide the next big leap in gas turbine engine advancement, significantly increasing the thermal. RDEs make use of thermodynamic advantages of isochoric as opposed to isobaric combustion. Theorized to increase thermal efficiency by up to 7% [1], the RDE would have significant impact on reducing anthropogenic carbon emissions. In addition to efficiency gains, the RDE also provides mechanical simplicity and reduced size advantages compared to it’s traditional counterparts and PGC competition.

The United States (U.S.) Department of Energy (DOE) National Energy Technology Laboratory (NETL) maintains and operates …


Pharmaceutical Scheduling Using Simulated Annealing And Steepest Descent Method, Bryant Jamison Spencer Jan 2019

Pharmaceutical Scheduling Using Simulated Annealing And Steepest Descent Method, Bryant Jamison Spencer

Graduate Theses, Dissertations, and Problem Reports (ETD)

In the pharmaceutical manufacturing world, a deadline could be the difference between losing a multimillion-dollar contract or extending it. This, among many other reasons, is why good scheduling methods are vital. This problem report addresses Flexible Flowshop (FF) scheduling using Simulated Annealing (SA) in conjunction with the Steepest Descent heuristic (SD).

FF is a generalized version of the flowshop problem, where each product goes through S number of stages, where each stage has M number of machines. As opposed to a normal flowshop problem, all ‘jobs’ do not have to flow in the same sequence from stage to stage. The …


Factors Influencing Survival, Productivity, And Population Growth Of Eastern Wild Turkeys In Northeastern South Dakota, Reina M. Tyl Jan 2019

Factors Influencing Survival, Productivity, And Population Growth Of Eastern Wild Turkeys In Northeastern South Dakota, Reina M. Tyl

Graduate Theses, Dissertations, and Problem Reports (ETD)

The population of eastern wild turkeys in northeastern South Dakota appeared to be expanding soon after reintroduction in the 1990s, however, recent harvest trends suggest declining abundance in the region. Spring turkey hunting expenditures are projected to be around $6.5 million in South Dakota, with about $3 million of those expenditures occurring within the northeastern prairie region. However, the number of birds harvested during the spring prairie firearm season has been declining since 2010. Due to concerns about a declining population, the autumn hunting season was closed in 2014. The cause of the apparent decline is unclear. Updated demographic information …


Intelligent Malware Detection Using File-To-File Relations And Enhancing Its Security Against Adversarial Attacks, Lingwei Chen Jan 2019

Intelligent Malware Detection Using File-To-File Relations And Enhancing Its Security Against Adversarial Attacks, Lingwei Chen

Graduate Theses, Dissertations, and Problem Reports (ETD)

With computing devices and the Internet being indispensable in people's everyday life, malware has posed serious threats to their security, making its detection of utmost concern. To protect legitimate users from the evolving malware attacks, machine learning-based systems have been successfully deployed and offer unparalleled flexibility in automatic malware detection. In most of these systems, resting on the analysis of different content-based features either statically or dynamically extracted from the file samples, various kinds of classifiers are constructed to detect malware. However, besides content-based features, file-to-file relations, such as file co-existence, can provide valuable information in malware detection and make …


Multimodal Approach For Malware Detection, Jarilyn M. Hernandez Jimenez Jan 2019

Multimodal Approach For Malware Detection, Jarilyn M. Hernandez Jimenez

Graduate Theses, Dissertations, and Problem Reports (ETD)

Although malware detection is a very active area of research, few works were focused on using physical properties (e.g., power consumption) and multimodal features for malware detection. We designed an experimental testbed that allowed us to run samples of malware and non-malicious software applications and to collect power consumption, network traffic, and system logs data, and subsequently to extract dynamic behavioral-based features. We also extracted code-based static features of both malware and non-malicious software applications. These features were used for malware detection based on: feature level fusion using power consumption and network traffic data, feature level fusion using network traffic …


Tennessee's Economy 2018 Reference Guide, Tennessee. Department Of Labor & Workforce Development. Jan 2019

Tennessee's Economy 2018 Reference Guide, Tennessee. Department Of Labor & Workforce Development.

Tennessee's Economy

No abstract provided.


Three Against Two: On The Difference Between Property And Contract And The Example Of Deposit Accounts In Bankruptcy, Jeanne L. Schroeder, David Gray Carlson Jan 2019

Three Against Two: On The Difference Between Property And Contract And The Example Of Deposit Accounts In Bankruptcy, Jeanne L. Schroeder, David Gray Carlson

Emory Bankruptcy Developments Journal

This excellent Article by Professors Jeanne L. Schroeder And David Gray Carlson explores the tension between Citizen's Bank v. Strumpf, 516 U.S. 16 (1995) and later amendments to the Uniform Commercial Code that made deposit accounts collateral for the depositary bank maintaining the account. The Article discusses the question of whether the Uniform Commercial Code amendments could be read to have overruled the Supreme Court. In answering this question in the negative, this Article argues that the Justice Scalia was vindicated by the text of the Uniform Commercial Code and that the 2000 amendments had not overruled the Supreme Court's …


Self-Regulated Learning Of Mentees And Mentors In An Education Doctorate Peer Mentoring Program, Kendra Lowery, Rachel Louise Geesa, Kat Mcconnell Jan 2019

Self-Regulated Learning Of Mentees And Mentors In An Education Doctorate Peer Mentoring Program, Kendra Lowery, Rachel Louise Geesa, Kat Mcconnell

Mid-Western Educational Researcher

In this case study of a peer mentoring program developed for first-year education doctoral (Ed.D.) students, we sought to understand how participants’ experiences in the program might yield understanding about the mentoring process. Study participants included 11 mentees and 4 mentors. Interview and focus group data were analyzed through the conceptual model of self-regulated learning and mentoring. Four themes relevant to the phases of self-regulated learning emerged. Participants engaged in goalsetting in conversations about pre-planning for the dissertation and professional goals. During the post-mentoring phase, mentors’ reflections on their conversations informed future conversations. Mentors transferred their knowledge by engaging in …


Elementary Teacher Perceptions Of Professional Development On The Neuroscience Of Learning, Wendy Bana, Jeff Cranmore Jan 2019

Elementary Teacher Perceptions Of Professional Development On The Neuroscience Of Learning, Wendy Bana, Jeff Cranmore

Mid-Western Educational Researcher

The purpose of this qualitative case study was to explore how knowledge on the neuroscience of learning may inform the practice of teaching and classroom instruction. Twelve purposively selected elementary teachers from a private school in California were asked about their perceptions of the nature of a professional development (PD) course on the neuroscience of learning and also their perceptions of the influence such training had on their practice. The conceptual framework for this study was Desimone and Garet’s (2015) model of effective professional development. Themes from semi structured interviews, focus groups, and observations of the teacher participants were identified …


"No One Wants To Be A Loser:" High School Students' Perceptions Of Academic Competition, Monica Kowalski, Andrea L. Christensen Jan 2019

"No One Wants To Be A Loser:" High School Students' Perceptions Of Academic Competition, Monica Kowalski, Andrea L. Christensen

Mid-Western Educational Researcher

This study sought to explore the often controversial role of competition in academic settings by interviewing 11 high school students, about half of whom were in an AP English course. The interviews asked the students to describe how they feel competition plays a role in their classrooms and personal learning experiences, and also how competition has influenced their motivation and achievement-related outcomes. Results indicated that all students had engaged in competition academically and it was viewed both positively and negatively, despite the fact that students’ description of specific experiences with competition were largely negative. Four dominant patterns emerged that depended …


Revising "Field Experience" In The Pandemic Period And Beyond, Amy Bacevich Jan 2019

Revising "Field Experience" In The Pandemic Period And Beyond, Amy Bacevich

Mid-Western Educational Researcher

Teacher educators worry about how the COVID-19 pandemic has impacted what and how teacher candidates are able to learn in P-12 field experiences; yet it is possible to view this period as one of opportunity rather than limitation. This commentary argues for a conception of field experience as practice rather than context. When applied across programs, this conception could help situate “field experience” across the teacher education curriculum, regardless of the physical spaces in which novices are working and studying. The author advocates a focus on essential instructional routines, especially those that engage P-12 students with rigor and can be …


Building Recommendation Systems, Orion Davis Jan 2019

Building Recommendation Systems, Orion Davis

Williams Honors College, Honors Research Projects

Recommendation systems are pieces of software that suggest new items to a user. There are many moving parts to these systems including data, the actual recommendation model, processing data and finally displaying data. This project explores the role each part plays in the overall system and how to develop a recommendation system for beer from scratch. This project highlights the algorithm behind the recommendations and a user facing Android application.


Fluidized Bed Classroom Demonstration Unit, Theresa Chapa Jan 2019

Fluidized Bed Classroom Demonstration Unit, Theresa Chapa

Williams Honors College, Honors Research Projects

Fluid and Thermal Operations is a 4th year chemical engineering course at the University of Akron designed to introduce undergraduate students to the engineering and mathematical concepts behind the operation of a fluidized bed. The purpose of this honors project is to design and manufacture an inexpensive and portable unit that can be used in the classroom to visually demonstrate three functions of a fluidized bed to students. The fluidized bed is manufactured from items that can be purchased from a department or hardware store, is capable of being transported by a single person to and from a classroom and …