Digital Commons Network^™

Headline Generation Using Deep Neural Networks, Dhruven Vora

Master's Projects

News headline generation is one of the important text summarization tasks. Human generated news headlines are generally intended to catch the eye rather than provide useful information. There have been many approaches to generate meaningful headlines by either using neural networks or using linguistic features. In this report, we are proposing a novel approach based on integrating Hedge Trimmer, which is a grammar based extractive summarization system with a deep neural network abstractive summarization system to generate meaningful headlines. We analyze the results against current recurrent neural network based headline generation system.

A Chatbot Framework For Yioop, Harika Nukala

Master's Projects

Over the past few years, messaging applications have become more popular than Social networking sites. Instead of using a specific application or website to access some service, chatbots are created on messaging platforms to allow users to interact with companies’ products and also give assistance as needed. In this project, we designed and implemented a chatbot Framework for Yioop. The goal of the Chatbot Framework for Yioop project is to provide a platform for developers in Yioop to build and deploy chatbot applications. A chatbot is a web service that can converse with users using artificial intelligence in messaging platforms. …

Mining Frequency Of Drug Side Effects Over A Large Twitter Dataset Using Apache Spark, Dennis Hsu

Master's Projects

Despite clinical trials by pharmaceutical companies as well as current FDA reporting systems, there are still drug side effects that have not been caught. To find a larger sample of reports, a possible way is to mine online social media. With its current widespread use, social media such as Twitter has given rise to massive amounts of data, which can be used as reports for drug side effects. To process these large datasets, Apache Spark has become popular for fast, distributed batch processing. In this work, we have improved on previous pipelines in sentimental analysis-based mining, processing, and extracting tweets …

Named Entity Recognition And Classification For Natural Language Inputs At Scale, Shreeraj Dabholkar

Master's Projects

Natural language processing (NLP) is a technique by which computers can analyze, understand, and derive meaning from human language. Phrases in a body of natural text that represent names, such as those of persons, organizations or locations are referred to as named entities. Identifying and categorizing these named entities is still a challenging task, research on which, has been carried out for many years. In this project, we build a supervised learning based classifier which can perform named entity recognition and classification (NERC) on input text and implement it as part of a chatbot application. The implementation is then scaled …

World Mobile Research: A Scientometric Assessment Of Research Publications Output During 2007-16, Brij Mohan Gupta Dr, S M. Dhawan Dr, Ritu Gupta Dr

Library Philosophy and Practice (e-journal)

The paper examines 140375 global publications on world mobile research, as covered in Scopus database during 2007-16. The field of world mobile research witnessed an annual average growth rate of 1.68%. The top 20 most productive countries individually contributed global share from 1.14% to 20.52%, with largest global publication share coming from China (20.52%), followed by USA (17.09%), etc. Together, the top 20 most productive countries accounted for 95.05% of global publication output during 2007-16. The international collaborative publications share of top 20 most productive countries varied from 6.30% to 47.88% in world mobile research during 2007-16 Computer science, among …

Analysis Of Periodicity In Botnets, Prathiba Nagarajan

Master's Projects

A botnet consists of a network of infected computers which are controlled re- motely via a command and control (C&C) server. A typical botnet requires frequent communication between the C&C server and the infected nodes. Previous approaches to detecting botnets have employed various machine learning techniques, based on features extracted from network tra c. In this research, we carefully analyze the pe- riodicity of tra c as a means for detecting a variety of botnets by applying machine learning to publicly available datasets.

Authorship Pattern And Collaboration Coefficient Of India In Biotechnology Research During 2001-2016: Based On Scopus Database, Manendra Kumar Singh

Library Philosophy and Practice (e-journal)

The study presents the growth trend about authorship pattern and author collaboration in the Biotechnology for sixteen years with the sample of 18918 articles which have been collected from Scopus database during year 2001-2016. A predefined search string has been used for data download. The five scientometric tools collaboration coefficient (CC), authorship pattern (AP), activity index (AI), Relative Growth Rate (RGR) and Doubling time of Literature (Dt.) have been used for the data analysis. The average number of authors per article for India has been counted as 4.92. In the study, the collaboration coefficient for 16 years (2001-2016) is noticed …

On The Origin Of Energy: Metaphors And Manifestations As Resources For Conceptualizing And Measuring The Invisible, Imponderable, Benedikt Harrer

Faculty Publications

This article explores the origins of metaphorical language to describe energy by reviewing the historical development of the concept by physicists since the early 19th century. In addition to examples of historical and contemporary use of metaphors in academic writing, observable manifestations of energy are identified as the origin of energy “forms.” The historical- philosophical review and presentation of examples from contemporary physics literature contribute a disciplinary foundation to recent claims about the productiveness of physics learners’ use of metaphors and indicators to describe energy.

Collaborative Teaching As A Strategy For Imparting Information Literacy In Students: Faculty – Librarian Perceptions., Harriet Uche Igbo, Nwabuisi Thomas Imo

Library Philosophy and Practice (e-journal)

The study examined the perception of the teaching faculty and librarians on collaboration as a strategy for imparting information literacy to the undergraduate students of Nigerian universities. The descriptive survey design was adopted for the study. Two questionnaires were used to collect the data from samples of 150 lecturers and 64 librarians which were drawn from population of 2526 lecturers and 64 librarians. The stratified proportionate sampling technique was used to draw the sample that represented the faculty while the entire population of the librarians was sampled due to the small size. The findings revealed that the teaching faculty and …

Spartan Daily, May 11, 2017, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2017

Volume 148, Issue 43

Spartan Daily, May 2, 2017, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2017

Volume 148, Issue 38

An Assessment Of The Associate Degree Nursing Students’ Understanding Of Health Literacy Concepts When Providing Health Promotion For The Diabetic Patient, Donna L. Lebaron

Doctoral Projects

Health literacy (HL) concept deficiencies exist in undergraduate nursing curricula (Smith and Zsohar, 2011; Cornett, 2009; Jukkala, Deupree, Graham, 2009). As future nurses who will have a significant impact on client health literacy assessment, it is essential that health literacy-related content be integrated into undergraduate nursing educational curricula (Sand-Jecklin, Murray, Summers, Watson, 2010; McCleary-Jones, 2012). The prevalence of Type 2 diabetes (T2D) has significantly increased resulting in greater morbidity and mortality risks to the general public; therefore, programs for diabetes prevention, education, and health literacy assessments have become a national priority (Whittemore, Rosenberg, Gilmore, Withey, and Breault, 2013; Hemingway, Stephenson, …

The Influence A Multiple Teaching Modalities Course On Knowledge And Self-Confidence Of Newly Trained Emergency Nurses, Anna C. Montejano

Doctoral Projects

Many new graduate residency programs exist supporting new registered nurses (RN) transition from theory to practice, but what is not reported in the literature are programs for RNs transitioning in practice to specialty care units, such as the emergency department. Furthermore, literature addressing the use of multiple teaching modalities as a method in course work is limited. A quasi-experimental design study explored the influence a multiple teaching modalities course on the knowledge and self-confidence of newly trained emergency department nurses. Results indicated using multiple teaching modalities provided a benefit to newly trained ED nurses with an increase in knowledge and …

African American Men And Ostrich Behavior, Debbie Slack-Gay

Doctoral Projects

This project explores why African American men choose Ostrich Behavior when it comes to health care prevention and maintenance as related to hypertension. The population was African American men, ages18–80, in Northern California. Men were recruited while getting a haircut or waiting for one or after church services. Blood pressure readings were taken and a health questionnaire was administered. The results show that even if hypertension is known, men ages 18–45 go to fewer office visits than African American men in other age groups, and older men tend to seek medical care and take medication if prescribed.

Sexually Transmitted Infection Prevention In 18 To 24-Year-Old Heterosexual Men: Pilot Study, Susan P. Mckeefrey

Doctoral Projects

The CDC reported that there were over 20 million cases in the United States and half affected young adults, 15 to 25-year olds. Strategies STD prevention have been developed by the CDC but does not include avoiding alcohol or other similar agents in the context of a sexual encounter. The purpose of this study was to assess the effectiveness of STD prevention education intervention by improving Condom Use Self-Efficacy in heterosexually 18 to 24-year old men. It was hypothesized self-efficacy would improve with a face-to-face brief educational intervention. A quasi-experimental, pre-/post-test design with simple randomization of subjects into control and …

End Of Life Care Practices For Patients Who Die In Intensive Care Units (Icu), Jila Ghabeljoo

Doctoral Projects

Today, one in five hospital deaths happens in the intensive care unit with the expectation of twice as many by 2030. Increasing, mortality has triggered a growing attention to end-of-life (EOL) care in the ICU. However, the lack of coveted EOL and palliative care skills creates a challenge for ICU nurses. The aim of this study was to assess the current practices of EOL care in the ICU. In this quantitative research, a retrospective chart review method was employed to analyze the collected data from a population 60 EOL patients who died in the ICU of a Southern California hospital. …

Factors That Affect Turnover Intention Of Registered Nurses In The Acute Hospital: A Meta-Analysis From 2006-2016, Helen Pagilagan

Doctoral Projects

Multiple complex variables influence nurse turnover. This meta-analysis examines the strength of the relationships between factors that affect turnover intent among staff registered nurses employed in the acute hospital setting in the United States. The Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) was used to guide the reporting of essential components of this study. Included studies were published in English between 2006-2016, reported study sample sizes, a Cronbach coefficient for the study instruments, conducted quantitative analysis and reported Pearson correlation r values. Two factors affecting turnover intention were found in the four included studies. Statistical analyses show that …

Antimicrobial Stewardship: Incentives And Barriers To Implementation In Skilled Nursing Facilities, Gloria M. Escalona

Doctoral Projects

This study was part of a quality improvement effort of a Skilled Nursing Facility (SNF) to develop and establish an antimicrobial stewardship program to comply with recently enacted California State Senate Bill 361 (SB 361), which went into effect January l, 2017 (Skilled nursing facilities, 2015). The division of the facility into two sections, one staffed largely by Licensed Vocational Nurses (L VNs) and another staffed largely by Registered Nurses (RNs) provided an study opportunity that easily differentiated the licensed nurses. This study used three methods: 1) an educational intervention to licensed nurses, 2) a post-educational intervention survey of licensed …

A Comparative Study Of Local Municipalities’ Implementation And Compliance Of Construction Site Controls, As Required By The California Water Quality Control Board, San Francisco Bay Region, Municipal Regional Stormwater National Pollutant Discharge Elimination Systems (Npdes) Permit, Maria Begiebing

Master's Projects

The US Environmental Protection Agency (EPA) has programs designed to protect the navigable waters of the United States from urban runoff pollution. One source of polluted runoff regulated by EPA is from construction sites. In support of this effort, the California Regional Water Quality Control Board issued a regional National Pollutant Discharge Elimination System (NPDES) Permit called the Municipal Regional Permit (MRP). The goal of the MRP is to provide consistent regulation of stormwater contaminants across multiple jurisdictions (CRWQCB, 2015).

This research project evaluated the construction inspection programs of fourteen cities located in California’s San Francisco Bay Area to determine …

Educational Trajectories Of Latino English Language Learner Students In Dual-Language Programs, Kathryn Lindholm-Leary

Faculty Publications

The purpose of this research is to examine the language proficiency and reading achievement trajectories of 2201 fourth- through eighth-grade students who differed by English language proficiency and were enrolled in a dual language program. Results showed that: 1) students achieved average in Spanish reading achievement and at similar levels in English as their English mainstream ELL peers; 2) students in the four English language proficiency groups varied significantly in all outcome measures in English and Spanish (FEP>Advanced>Intermediate>Beginner) by upper, but not K/1 entry, grades; and 3) examining students’ trajectories shows the importance of Bilingual, not just …

Culturally And Linguistically Diverse Student And Family Perspectives On Using Augmentative And Alternative Communication Devices, Saili S. Kulkarni, Jessica Parmar

Faculty Publications

Augmentative and Alternative Communication (AAC) devices are essential to children with disabilities that result in complex communication needs (CCN) to fully participate in social and academic realms of life. As the numbers of culturally and linguistically diverse (CLD) learners in schools increase, so does the imperative to better inform instruction for CLD students who use AAC devices. This paper reviewed N=14 articles that emphasized CLD students who use AAC devices and their families. Implications highlighted that Euro-American culture dominates many aspects of AAC use, assessment, and professional recommendations. Additionally, there are limited perspectives of AAC users and families from CLD, …

Bura: An Open Access Multilingual Information Retrieval And Representation System For Indian Higher Education And Research Institutions, Bijan Kumar Roy, Subal Chandra Biswas, Parthasarathi Mukhopadhyay

Library Philosophy and Practice (e-journal)

The paper describes the growth and development of open access repositories (OARs) in India. The paper proposes a Unicode-compliant information retrieval and representation (IRR) system viz. BURA (Burdwan University Research Archive) for Indian Universities. It has been developed using a number of open standards and open source software (OSS). This Unicode-compliant interface allows administrators to perform various system level operations as well as end users can browse and search resources in Bengali language. Also, describes the necessity of integrating Indic-script based SKOS-enabled subject access system (here DDC – Dewey Decimal Classification) into the proposed model in order to fulfil the …

“Yo No Cruse La Frontera, La Frontera Me Cruzo” (I Didn’T Cross The Border, The Border Crossed Me), Heriberto Zavala

McNair Research Journal SJSU

The song, “Somos Mas Americanos” is a work of art, and every single one of its lyrics is tied to a history about my experiences, my family’s experiences, and the experiences of countless others. Lyrics like those in “Somos Mas Americanos” touch people’s souls and pierce their hearts because it speaks to the socioeconomic, racial hierarchy, racially biased politics, and laws against immigrant workers like myself in the U.S. Further than that, it educates listeners about the U.S./Mexican War and the Treaty of Guadalupe Hidalgo, where México lost its territory to the U.S., which explains the heated controversy surrounding the …

Asthma-Related Hospitalization And Emergency Room Visits In Oakland, Alondra Varela

McNair Research Journal SJSU

The City of Oakland has seen diminished childhood asthma rates. During the last few years more children have been able to qualify for Medi-Cal and other health insurance plans under the Affordable Care Act (ACA). Local programs work together with Medi-Cal and ACA to reduce the number of symptoms related to asthma by making sure children from low-income communities have access to primary care, medicine, and treatment. Unfortunately, the asthma-related hospitalizations and emergency room visits among children have continued to increase. These rates are even higher in low-income communities located near highly trafficked areas. To investigate this phenomenon, this study …

U.S. Participation In Global Climate Change Resolutions: Analysis Of The Kyoto Protocol, Rashmeen Kaur

McNair Research Journal SJSU

The ratification of treaties, particularly the Kyoto Protocol (KP), is complicated due to domestic forces such as democracies, presidency, and public opinion. The United States is the second largest emitter of carbon emission and has yet to sign on to the stringent mitigation efforts of the KP. Climate change is an issue considered unrelated to national security; however, it is one of the most dangerous national and global threats. Ratification and implementation are domestic factors that increase the stability and credibility of international agreements. The process may be dreadfully slow, but the commitment level of democratic states tends to be …

Reducing Stigma-Driven Health Disparities In People Living With Hiv (Plwh): A Literature Review, Stephanie P. Dizon

McNair Research Journal SJSU

Introduction: Research has found that HIV-related stigma has numerous negative impacts on the lives of people living with HIV (PLWH). Although there are more resources than ever dedicated to HIV/AIDS efforts, stigma continues to be a major factor challenging the prevention and treatment of HIV today. Understanding the impacts of stigma on health outcomes and quality of life in PLWH is essential to address the global HIV epidemic and reduce health disparities.

Search Strategy: We conducted a secondary meta-analysis of existing research that discussed and evaluated the impacts of HIV-related stigma and discrimination on PLWH. We searched the following databases …

Spartan Daily, April 20, 2017, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2017

Volume 148, Issue 34

Spartan Daily, April 19, 2017, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2017

Volume 148, Issue 33

Spartan Daily, April 18, 2017, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2017

Volume 148, Issue 32

Spartan Daily, April 13, 2017, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2017

Volume 148, Issue 31