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Bibliometric Survey On The Effects Of Technology Addiction, Dipashri Sisodiya Miss, Dhanya Pramod Mrs
Bibliometric Survey On The Effects Of Technology Addiction, Dipashri Sisodiya Miss, Dhanya Pramod Mrs
Library Philosophy and Practice (e-journal)
In today’s technology-centric era, our lives have become vastly dependent on the internet. The internet is widely used for social media to connect, communicate, share and collaborate. However, constant usage of technology can increase compulsion or addiction. This bibliometric survey describes the various types of effects of technology addiction on Human body. The purpose of this research is to examine the different types of technology addiction research published in the journal between 2001 to 2020 in different regions in the World. The Bibliometric analysis is done using Scopus. Scopus and VOS Viewer were used to plot a recurrence of keywords, …
Literature In The Field Of Physical Medicine And Rehabilitation: A Bibliometric Analysis, Jagannathan Ramakrishnan Dr, Govindan Ravi Sankar Dr, Kotti Thavamani
Literature In The Field Of Physical Medicine And Rehabilitation: A Bibliometric Analysis, Jagannathan Ramakrishnan Dr, Govindan Ravi Sankar Dr, Kotti Thavamani
Library Philosophy and Practice (e-journal)
This paper presents a bibliometric analysis of the literature in the field of Physical Medicine and Rehabilitation. The records as indexed in the field of Physical Medicine and Rehabilitation in MEDLINE data covered in PubMed for the period 2010-2019 considered. It is observed that a total of 49613 records are in the MEDLINE data covered by Pubmed. It is found that the maximum number of 8098 records was published in the year 2019. It was also found that 42.69% are journal articles. It is seen from this study that RGR has been decreasing trend and the Doubling Time (Dt) has …
Research On Psychology In India And South Africa A Comparative Scientometric Study, Praveen Bhoopal Hulloli
Research On Psychology In India And South Africa A Comparative Scientometric Study, Praveen Bhoopal Hulloli
Library Philosophy and Practice (e-journal)
Psychology is one of the field in which constant research is going on, the main objective of this paper is to compare the quality of research output of the two countries like India and South Africa in the field of psychology. The study is conducted by taking citations from WOS database. In this paper the analysis of 14,30,700 global research publications out of which, India contributed 12,543 (0.88%), 96,871 citations with 107 h-index and South Africa 9,938 (0.69%) papers, 1,21,385 citations with 126 h-index received is considered. Study during the years from 2001to 2020 has been compared in the form …
Effect Of Work Motivation On Academic Library Professionals’ Workplace Productivity, Aamir Hamid, Dr. Muhammad Younus
Effect Of Work Motivation On Academic Library Professionals’ Workplace Productivity, Aamir Hamid, Dr. Muhammad Younus
Library Philosophy and Practice (e-journal)
This study was conducted to analyze the effects of work motivation on workplace productivity of library professionals. To achieve objectives of the study quantitative research approach was used and a questionnaire was developed with the help of literature, as a data collection tool. Library professionals worked in central libraries of different degree-awarding institutions and universities of Punjab and Islamabad considered as a population of this study. The questionnaire was administered to collect data from the respondents; various descriptive and inferential statistical tests were applied to extract inferences from data. The study came up with results that library professionals are proficient …
A Study Of Career Motivation Literature Through Scientometric Analysis, Anita Kartika Sari, Tri Wahjoedi, Sri Rahayu, Mochamad Choifin
A Study Of Career Motivation Literature Through Scientometric Analysis, Anita Kartika Sari, Tri Wahjoedi, Sri Rahayu, Mochamad Choifin
Library Philosophy and Practice (e-journal)
Motivation is an internal state that generates, directs, and sustains goal-oriented behaviour. This study aims to examine the status and position of the international research visual map and the Scopus indexed career motivation literature using bibliometric positioning images. The research was conducted using a bibliometric technique. Data analysis and use of the VOSViewer visualization program and the Scopus function to analyse search results. In this review, the details collected apply to 496 documents published from 1965 to 2020. The study reveals that the University of Illinois Urbana-Champaign and United State is the most active affiliated and state institutions, scientists and …
A Scientometric Study Of Highly Cited Journals In Science Discipline Indexed By Scopus And Web Of Science, Geeta Gadhvi, Kinjal K. Parekh Ms.
A Scientometric Study Of Highly Cited Journals In Science Discipline Indexed By Scopus And Web Of Science, Geeta Gadhvi, Kinjal K. Parekh Ms.
Library Philosophy and Practice (e-journal)
The main objective of this is to explicitly characterize a quantitative analysis by utilizing scientometric study for highly cited journals in scientific discipline indexed by Scopus and WOS. The Paper published during the years 2012-2016 are considered for research analysis with distinct objectives and correlated conclusions. The main purpose of this paper is to analyse the data in a variety of methods such as document types, country, institutions/organisation etc. This study will be beneficial for the research scholars to understand the various areas of research work conducted during 2012-16.
A Study Of Causes Behind Low International Scientific Publishing Rates In Social Sciences Majors, Saffanah Zedan
A Study Of Causes Behind Low International Scientific Publishing Rates In Social Sciences Majors, Saffanah Zedan
Library Philosophy and Practice (e-journal)
International publishing of researchers’ intellectual production has become one of the most eminent indicators for ranking universities. This is because the number of research studies published in international journals reflects the extent of a university’s progress in world university rankings and its interest in the scientific research as an indispensable element. This study aims to uncover the causes of the low international scientific publishing ratios in scientific journals indexed in international databases among faculty members in social sciences majors at Imam Abdulrahman Bin Faisal University, and to identify faculty members’ preferred methods in acquiring the international publishing culture through a …
Researching Relationships Between Truck Travel Time Performance Measures And On-Network And Off-Network Characteristics, Sarvani Duvvuri, Srinivas S. Pulugurtha
Researching Relationships Between Truck Travel Time Performance Measures And On-Network And Off-Network Characteristics, Sarvani Duvvuri, Srinivas S. Pulugurtha
Mineta Transportation Institute
Trucks serve significant amount of freight tonnage and are more susceptible to complex interactions with other vehicles in a traffic stream. While traffic congestion continues to be a significant ‘highway’ problem, delays in truck travel result in loss of revenue to the trucking companies. There is a significant research on the traffic congestion mitigation, but a very few studies focused on data exclusive to trucks. This research is aimed at a regional-level analysis of truck travel time data to identify roads for improving mobility and reducing congestion for truck traffic. The objectives of the research are to compute and evaluate …
Developing An Effective Targeted Mobile Application To Enhance Transportation Safety And Use Of Active Transportation Modes In Fresno County: The Role Of Application Design & Content, Samer Sarofim
Mineta Transportation Institute
Do pedestrians and cyclists need their own app? Pedestrians and cyclists in Fresno county think so, and this research examined this need and how it relates to the importance of app design. Survey participants (all who regularly use active transportation modes) along with a variety of transportation stakeholders, including the Fresno Council of Government, the California Department of Transportation (Caltrans) District 6, and the City of Fresno — Public Works Department, indicated the importance of designing effective communication tools to enhance the utilization of active transportation modes and to ensure the safety of vulnerable road users. In this study, over …
Ecology As Architekturwissenschaft: Sim Van Der Ryn And The ‘Soft Science’ Of Radical Design, Anthony Raynsford
Ecology As Architekturwissenschaft: Sim Van Der Ryn And The ‘Soft Science’ Of Radical Design, Anthony Raynsford
Faculty Research, Scholarly, and Creative Activity
This paper re-examines the meanings and origins of ‘green’ or ‘sustainable’ architecture, focusing on the discourses of radical ecology, particularly as these emerged in the work of California architect, Sim Van der Ryn. Known as one of the founders in the late 1960s of ecological design practice, Sim Van der Ryn embraced the full range of meanings attached the term, ‘ecology’, which cannot be reduced to ‘science’ in the biological or geo-physical senses. Following various strands of ecological thinking within the California counterculture, Van der Ryn proposed an epistemological break with architectural knowledge as specialized technique or ‘technê’, particularly as …
Awareness, Satisfaction And Problems Faced By Faculty Members Regarding Electronic Information Resources: A Survey, Ms Saddiqa, Mohammad Hussain, Muhammad Shahab
Awareness, Satisfaction And Problems Faced By Faculty Members Regarding Electronic Information Resources: A Survey, Ms Saddiqa, Mohammad Hussain, Muhammad Shahab
Library Philosophy and Practice (e-journal)
Purpose. This study evaluated the awareness and satisfaction of faculty members with of e-resources. The specific objectives were to identify the sources from which faculty members learn about e-resources, the extent of awareness, satisfaction and problems faced by teachers while accessing e-resources.
Research Design and Methodology. The study was quantitative, and the questionnaire-based survey was conducted to achieve the target goals. Three strata of faculty members were made, and then a sample of 340 faculty members was taken using the random sampling technique. Statistical Package for Social Sciences version 22 (SPSS) was used to analyze the data, and descriptive and …
Roles Of Librarians In Combating Misinformation On Corona Virus Disease (Covid-19), Grace D. Pelemo Mrs., Millie Horsfall Phd, Onyinye Alexander Osedo
Roles Of Librarians In Combating Misinformation On Corona Virus Disease (Covid-19), Grace D. Pelemo Mrs., Millie Horsfall Phd, Onyinye Alexander Osedo
Library Philosophy and Practice (e-journal)
The outbreak of the Corona Virus Disease (COVID-19) in Wuhan, China and the attendant explosion of “fake news” brings to the fore the need for Librarians and Libraries as well as other information providers to offer access to dependable information resources for the consumption of their patrons and users. Giving access to reliable sources of information and resources with minimal barriers comprises cooperation among Librarians and Libraries. This article surveyed the roles of Librarians and Libraries in response to the problems of fake news and misinformation arising from the outbreak of COVID-19 focusing on how librarians and other information professionals …
Academic Motivation And Attitude Towards Plagiarism By Undergraduates In Faculty Of Education, University Of Ibadan, James Ogielagbega Enamudu, Sharon Oluwapelumi Akonedo
Academic Motivation And Attitude Towards Plagiarism By Undergraduates In Faculty Of Education, University Of Ibadan, James Ogielagbega Enamudu, Sharon Oluwapelumi Akonedo
Library Philosophy and Practice (e-journal)
Preliminary investigation revealed that the cause of unethical academic behaviour among students could be as a result of the attitude they have towards plagiarism which could be triggered by a number of factors one of which is academic motivation. Academic motivation is seen to be a psychological dimension which triggers attitude towards an academic phenomenon. However, few studies if any have been seen to investigate academic motivation and attitude towards plagiarism among undergraduates. Also, no identified study has investigated academic motivation and attitude towards plagiarism among undergraduates in Faculty of Education, University of Ibadan. Hence, the study investigated academic motivation …
Institutional Repository Awareness Amongst Library And Information Science Students Of Federal Polytechnic Offa, Kwara State, Nigeria, Abiola Bukola Elaturoti, Victor Omeiza Jatto
Institutional Repository Awareness Amongst Library And Information Science Students Of Federal Polytechnic Offa, Kwara State, Nigeria, Abiola Bukola Elaturoti, Victor Omeiza Jatto
Library Philosophy and Practice (e-journal)
This study investigated awareness of Institutional Repositories (IRs) amongst students of the Department of Library and Information Science, the Federal Polytechnic Offa. Descriptive survey research design was adopted; one hundred and fifty (150) students, which constituted the sample for the study, were selected using simple random sampling technique. Questionnaire was the instrument for data collection and data were analyzed using simple frequencies and percentages. From the study, it was established that the respondents were aware of institutional repositories and that there was an institutional repository at the Federal Polytechnic, Offa. Also, it was revealed that lectures/lecturers (33.1%) were the respondents’ …
Use And Perception Of Faculty Members Regarding Electronic Information Resources: A Study Of Universities Of Khyber Pakhtunkhwa, Pakistan, Saddiqa Saddiqa, Mohammad Hussain, Mohammad Sohail Haider
Use And Perception Of Faculty Members Regarding Electronic Information Resources: A Study Of Universities Of Khyber Pakhtunkhwa, Pakistan, Saddiqa Saddiqa, Mohammad Hussain, Mohammad Sohail Haider
Library Philosophy and Practice (e-journal)
Abstract
Purpose: The study probed the use and perception of faculty members about electronic information resources, the use of various search engines and their preferred information format.
Research Design and Methodology: The questionnaire-based survey was conducted to collect data for the study. The faculty members of six public sector universities situated in the southern part of Khyber Pakhtunkhwa constituted the study’s sample. The stratified sampling technique was used, and 340 faculty members were selected from the total population of 661. The collected data was analyzed using Statistical Package for Social Sciences (SPSS) version 22 and descriptive statistics was applied to …
A Comparison Of Scholarly Journal Evaluation Between Indonesia And South Korea, Ayu Shabrina, Hani Febri Mustika, Yaniasih Yaniasih, Ambar Yoganingrum, Jungyeoun Lee
A Comparison Of Scholarly Journal Evaluation Between Indonesia And South Korea, Ayu Shabrina, Hani Febri Mustika, Yaniasih Yaniasih, Ambar Yoganingrum, Jungyeoun Lee
Library Philosophy and Practice (e-journal)
Indonesian government has succeeded in increasing the number of local scientific journals. However, in terms of quality, such as the number of citations and errors in bibliographic writing still requires to be improved. This paper aims to explore the problems in Indonesian scientific journals' evaluation system by comparing the system to South Korea. The country has local journals like Indonesia. This paper uses references desk for collecting the data. The paper is focused on discussing publishers and journal citation databases. The conclusions are drawn by making arguments and reasons based on critical thinking analyzes. At the end of the paper, …
Status Of Scientific Production Of University Of Birjand In Web Of Science During 2000-2018, Leili Seifi, Leili Seifi
Status Of Scientific Production Of University Of Birjand In Web Of Science During 2000-2018, Leili Seifi, Leili Seifi
Library Philosophy and Practice (e-journal)
The main purpose of this study was to evaluate the status of the scientific production of the University of Birjand on the Web of Science databases during the years 2000-2018. The method used in this study was descriptive which used scientometric technique. The findings showed that the researchers at the University of Birjand in WOS had the highest scientific collaboration with Ferdowsi University of Mashhad with 217 documents. Based on the findings of the research, the top 7 scientific clusters were extracted from the data obtained from the Web of Science database that the first to fourth clusters and sixth …
Research Productivity Of Desidoc Journal Of Library And Information Technology: A Bibliometric Review, Kunwar Singh, Madan Singh, Ayush Kumar Patel, Gireesh Kumar T K, Satyajit Nayak, Avadhesh Kumar Patel
Research Productivity Of Desidoc Journal Of Library And Information Technology: A Bibliometric Review, Kunwar Singh, Madan Singh, Ayush Kumar Patel, Gireesh Kumar T K, Satyajit Nayak, Avadhesh Kumar Patel
Library Philosophy and Practice (e-journal)
The study examines the research productivity of the DESIDOC Journal of Library and Information Technology (DJLIT) for a selected period of 2012-2020. In 2012, the Scopus database started indexing DJLIT publications, and it was the motivation behind choosing this specific period for the present study. The sourced data for the present study was extracted from the Scopus database covering the period 2012-2020. The various bibliometric parameters have been applied, such as year-wise distribution of publications with citations, RCI, ACPP, CAI, Citation analysis, the collaboration of authors, institutions and countries to measure the research productivity. The study's findings revealed that the …
Genetic Counseling In India: A Bibliometric Study, O Priya Singha, Dhan Maya Chetry, Nabin Chandra Dey
Genetic Counseling In India: A Bibliometric Study, O Priya Singha, Dhan Maya Chetry, Nabin Chandra Dey
Library Philosophy and Practice (e-journal)
This study aims to analyze and visualize the contribution of Indian researchers in “genetic counseling”. PubMed and JGate databases were used as sources to retrieve the required data for six years, which was published between 2015-2020 (February). The data were assessed on the following parameters, growth of research publications authorship and publication patterns frequently used keywords. The study also identifies core journals and active institutions in India publishing genetic counseling research. Analysis of data was restricted to only journal articles; other types of documents were excluded. Microsoft Excel and VOSviewer software were used for data analysis. Collected data were analyzed …
Misinformation, Indigenous Health Information And Hiv Prevention Among In- School Adolescents, Uganda, Olivia Nina Rugambwa Lecturer, Ruth Nalumaga Deputy Librarian -Associate Professor, J.R Ikoja-Odongo Professor -Information Science, Maxwell Otim Onapa Director Of Science, Research And Innovation
Misinformation, Indigenous Health Information And Hiv Prevention Among In- School Adolescents, Uganda, Olivia Nina Rugambwa Lecturer, Ruth Nalumaga Deputy Librarian -Associate Professor, J.R Ikoja-Odongo Professor -Information Science, Maxwell Otim Onapa Director Of Science, Research And Innovation
Library Philosophy and Practice (e-journal)
HIV/AIDS is still a major killer disease among adolescents in sub- Saharan Africa and Uganda in particular. There are many factors attributed to high HIV infections among young people in Uganda such as, multiple sexual partners, low condom use, those born with HIV and poverty. High level misinformation in the indigenous knowledge related to sexuality and HIV prevention remains an under investigated and under documented factor escalating the disease. Yet, the indigenous knowledge health information system is a major critical information source adolescents depend on for health information on HIV prevention in Uganda. Indigenous knowledge informs health interventions for HIV …
Reading Ability, Study Habits And Students’ Academic Performance In Social Studies, Juliana Uloma Iheakanwa, Sunday Obro, Williams Pius Akpochafo
Reading Ability, Study Habits And Students’ Academic Performance In Social Studies, Juliana Uloma Iheakanwa, Sunday Obro, Williams Pius Akpochafo
Library Philosophy and Practice (e-journal)
This study investigated reading ability, study habits and students’ academic performance in Social Studies. The study was an expos-facto study. The researcher employed a stratified and multi-sampling technique to sample 1103 students. The questionnaire was the instrument utilised to gather data. The Cronbach Alpha was utilised for the determination of the instrument reliability, and a reliability value coefficient value of 0.78 for Reading Fluency, 0.90 for Passage Recall and 0.92 for question Answering and 0.76 for Study habit was obtained. Data generated were evaluated employing correlation co-efficient of determination for the research questions, while the multiple regression and linear regression …
The Resilient Women Of Color Leaders: Narratives Of Black And Brown Leaders In P-16 Settings, Noni Mendoza-Reis, Angela Louque, Mei Yan Lu
The Resilient Women Of Color Leaders: Narratives Of Black And Brown Leaders In P-16 Settings, Noni Mendoza-Reis, Angela Louque, Mei Yan Lu
Faculty Research, Scholarly, and Creative Activity
In this chapter, the authors report on their experiences as higher education faculty women of color through three narratives. They present the narratives from their perspectives as three full professors in educational leadership. In the first narrative, an African-American scholar reports on her experiences in academia. In the second narrative, a Latina scholar reports on former Latina students who are currently in school leadership positions enacting social justice leadership. In the third narrative, an Asian-American scholar reports on her current project about networking as a strategy for women of color.
A Systematic Study Of Research Productivity Of The Disciplines In Social Sciences And Humanities: The Maharaja Sayajirao University Of Baroda., Ashok S. Chaudhary, Dr. Ranjita Niladri Dash
A Systematic Study Of Research Productivity Of The Disciplines In Social Sciences And Humanities: The Maharaja Sayajirao University Of Baroda., Ashok S. Chaudhary, Dr. Ranjita Niladri Dash
Library Philosophy and Practice (e-journal)
The purpose of this paper is to explore and provide an overview of the growth and development of research output pertaining to the disciplines covered in Humanities and Social Sciences (SSH), in terms of number of publications, total citations from the year 2001 up to 2020 of The Maharaja Sayajirao University of Baroda(MSU), Vadodara as reflected in Dimensions in various subject domains such as History and Archaeology, Historical Studies, Sociology, Psychology, Archeology, Education, etc. as shown in (Table-1). The main investigation is based on the primary literature, mostly scholarly articles from different subject fields. The authors attempt to employ …
Work Stress And Information Anxiety Of Library Personnel In Academic Libraries In Nigeria, Adenike Ayokari Adebamiro, Sunday O. Popoola Prof
Work Stress And Information Anxiety Of Library Personnel In Academic Libraries In Nigeria, Adenike Ayokari Adebamiro, Sunday O. Popoola Prof
Library Philosophy and Practice (e-journal)
The paper investigates work stress and information anxiety of library personnel in academic libraries in South-west, Nigeria. The research design adopted for the study was survey method of the correlational type. Simple random sampling technique was used to select a sample population of 308 (60% of the population) out of 703 library personnel in academic libraries in South-west, Nigeria. The findings of this study revealed that the level of work stress of the library personnel is moderate with a mean score X = 52.45; SD=7.366. The level of information anxiety of is also moderate with mean score X=36.87; SD= 6.370. …
A Cultural Value Congruence Approach To Organizational Embeddedness, Emma Lei Jing, Nathaniel C. Lupton, Mahfooz A. Ansari
A Cultural Value Congruence Approach To Organizational Embeddedness, Emma Lei Jing, Nathaniel C. Lupton, Mahfooz A. Ansari
Faculty Research, Scholarly, and Creative Activity
Drawing on the person–organization fit theory, we investigate how the value congruence between employees’ collectivist values and their perception of organizational collectivism influences organizational embeddedness. Based on a survey of 515 working adults, the polynomial regression and response surface analysis results support that embeddedness is highest in the presence of both high individual and organizational collectivism. Additionally, the smaller the discrepancy between the two perceptions, the more embedded the employees. Our study contributes to the cultural perspectives in the organizational embeddedness research by theorizing and measuring the impact of collectivism at the individual level. The findings also contribute to the …
Fifty Six Years Research Productivity Of Library Resources And Technical Services: A Bibliometric Analysis, Nusrat Ali, Sanila Aslam, Muhammad Naveed, Nadeem Siddique
Fifty Six Years Research Productivity Of Library Resources And Technical Services: A Bibliometric Analysis, Nusrat Ali, Sanila Aslam, Muhammad Naveed, Nadeem Siddique
Library Philosophy and Practice (e-journal)
This bibliometric analysis represents the fifty six years (1965-2020) research productivity of Library Resources and Technical Services (LRTS). Association for Library Collections and Technical Services (ALCTS) has been publishing a journal “Library Resources and Technical Services”. It is a peer-reviewed journal and continuously serving from 1957. The research having aims to highlights the research outcomes/research productivity of the journal from the last fifty six years. Data was accumulated from Web of Science (core collection). Tools such as Biblioshiny, VOSviewer and MS Excel have been used for processing and data analysis. The assessment is based on various occurrences such as types …
A Study Of Teacher Educators’ Skill And Ict Integration In Online Teaching During The Pandemic Situation In India, Subaveerapandiyan A, R Nandhakumar
A Study Of Teacher Educators’ Skill And Ict Integration In Online Teaching During The Pandemic Situation In India, Subaveerapandiyan A, R Nandhakumar
Library Philosophy and Practice (e-journal)
Information and communication technology prompted the sharing of information over the world. For its impact on education, the government and the authorities like the University Grants Commission in India have energized the higher education institutions in India to implement online education during the pandemic situation. This paper attempts to know the teaching faculties' ICT skills and related online class skills in higher educational institutions in India. In India, like developing countries, quick as the lightning change in traditional to fully online classes are like a rumble of thunder because faculties are adopting this situation but students are challenging to adopt. …
Strategic Human Resource Management As Exemplified By The Centre Of Scientific And Technical Information Of The Lublin University Of Technology, Katarzyna Weinper, Stanisława Pietrzyk-Leonowicz
Strategic Human Resource Management As Exemplified By The Centre Of Scientific And Technical Information Of The Lublin University Of Technology, Katarzyna Weinper, Stanisława Pietrzyk-Leonowicz
Library Philosophy and Practice (e-journal)
So far, there has been no study on strategic management issues at the Library of the Lublin University of Technology. The article presents the main elements of the strategic management of the unit, i.e., the methods and techniques of employee recruitment, staff adaptation and turnover, the employee evaluation system, as well as incentives and motivation. It presents a training strategy supporting professional development and defines the problem of pathology and dysfunction in a unit.
Conflict Management Styles And Organisational Commitment Amongst Library Staff In Abuad, Kelvin N. Agbakwuru, Jemilat Yusuf
Conflict Management Styles And Organisational Commitment Amongst Library Staff In Abuad, Kelvin N. Agbakwuru, Jemilat Yusuf
Library Philosophy and Practice (e-journal)
This study investigated the effect of five different conflict management styles on organisational commitment amongst library staff in Afe Babalola University, Ado-Ekiti (ABUAD). Also, it examined the relationship between conflict management styles and organisational commitment. In achieving these objectives, quantitative approach was adopted. A sample size of 27 library staff of ABUAD was used and data was collected with the use of close-ended paper questionnaires. Six hypotheses were formulated for this study and data obtained were analysed using multiple regression and Pearson Product Moment correlation analysis with the aid of the SPSS version 20.0. Results obtained showed that only integrative …
Task Classification During Visual Search With Deep Learning Neural Networks And Machine Learning Methods, Siddartha Thentu
Task Classification During Visual Search With Deep Learning Neural Networks And Machine Learning Methods, Siddartha Thentu
Master's Projects
Studies have shown the possibility to classify user tasks from eye-movement data. We present a new way to determine the optimal model for different visual attention tasks using data that includes two types of visual search tasks, a visual exploration task, a blank screen task, and a task where a user needs to fixate at the center of any scene. We used deep learning and SVM models on RGB images generated from fixation scan paths from these tasks. We also used AdaBoost on filtered eye movement data as a baseline. Our study shows that deep learning gives the best accuracy …