Dr.Fatema Nafa

I'm

About

As a highly qualified and experienced Computer Science and Data Science educator, I possess a demonstrated ability to integrate technology-based pedagogy and evaluation strategies. My strong commitment to imparting knowledge and fostering student motivation underpins my approach to teaching a broad range of computer and data science technology concepts, subjects, and contemporary research areas. I am a dedicated and adaptable team member, consistently demonstrating a willingness to learn and contribute to the collective success of the group.

Specialization

  • Data Science
  • Artificial Intelligence(AI) Cognitive Systems, Common Sense Reasoning, and Natural Language Understanding
  • Machine learning (Probabilistic Graphical Models)
  • Semantic Computing based on Eye-tracking
  • Web Programming and Complex Network Analysis

More than 10 years of experience in Computer Science and Academic fields with a demonstrated history in the higher education. Intend to build a career in a renowned educational society in a hi-tech environment with committed & dedicated professionals that provide excellent opportunities

Skills

  • Data Science
      • Working Proficiency in Python, Java, R, and C/C++
  • Web Development Technologies
      • JavaScript, HTML5, CSS3, Bootstrap, Servlets, Design patterns
  • Database Management Systems
      • Working Proficiency in SQL Server, Oracle, MySQL, DB2,PostgreSQL,SQLite,Phpmyadmin,dBASE,and FoxPro.
  • Machine learning Algorithms
      • scikit-learn, sklearn-pandas, Weka, NumPy, SciPy, pandas, spaCy, scispacy, data visualization, classification, clustering, and regression models, data pre-processing, matplotlib, Seaborn
  • Big Data Analytics Tools
      • Spark,Hadoop, and MongoDB.
  • Deep learning
      • Neural Networks, Keras, TensorFlow, Natural Language Processing (NLP), Gensim, Word2vec, BERT, CNN, RNN, LSTM, GRU. Operating Systems: Unix and Windows
  • API Design Knowledge
      • Data visualizations and Usability understanding
  • Excellent work ethic, good listening skills,and Interpersonal Communication

    • Education

    As you read through this page, you will see a central theme to each of the areas addressed within Computer Science. I leverage my passion for engaging students through effective classroom teaching and independent research to drive and implement teaching success.

    PhD - Computer Science

    2011 - 2018

    Kent State University - Kent, OH

    Dissertation Topic: Discovering Hidden Cognitive Relationships between Knowledge-Unit using Markov Cognitive Knowledge State Network. Advisor: Professor Javed Khan.

    M.S - Computer Science

    2003 - 2006

    Sirte University, Libya

    Thesis Topic: Taxonomies Classification as a Specific Type of Knowledge in Databases

    B.S - Computer Science

    1999 - 2003

    Sirte University, Libya

    Capstone Project: Banking Management System.

    Teaching Experince

    As you read through this page, you will see a central theme to each of the areas addressed within Computer Science. I leverage my passion for engaging students through effective classroom teaching and independent research to drive and implement teaching success.

    Assistant Professor

    Salem State Uinversity, Salem,MA

    09/2019 - Present

      Courses Taught:
  • Data Science
  • Machine Learning
  • Artificial Intelligence
  • Data Structures and Algorithms
  • Database Systems
  • Scripting Techniques
  • C/C++ Programming Language,
  • Software Design and Programming I
  • Software Design and Programming II
  • Survey of Computer Science
  • Computer Science Capstone Project Specification
  • Computer Science Capstone Project
  • Engaged students in lectures by encouraging sharing of opinions and group interactions.

    • Teaching Assistant , Kent,Ohio

    Kent State University - Kent, OH

    01/2014 - 05/2017

  • Courses Taught:
      • Operating System, Game Programming. Programming and Algorithm. System Programming,Web Programming II. Structure of Programming Languages and Cluster Computing.
  • Provided one-on-one assistance and tutoring to students requiring additional help.
  • Graded weekly assignments included reporting of grades and student's progress.

    • Assistant Lecturer

    University of Benghazi - Libya
    01/2007 - 05/2010

  • Courses Taught:
      • System analysis and Design, Information Retrieval, Knowledge Management, Operating System, Computer Organization, Introduction to Computer Architecture, Introduction to Networking, Game Programming, Programming Languages C++, Assembly Language, Introduction to Pascal, Software Engineering, Introduction to Cryptography, and Database. Supervisor of The Final Year Undergraduate Research Projects, 2007-2010.
  • Provided one-on-one assistance and tutoring to students requiring additional help.
  • Provided helpful input in selection of learning materials and resources.

    • Research

    Overall, my research focus is on Data Science. My current research is focused on using Data Science to investigate the effectiveness of learning materials using Bloom's Taxonomy theory and mimicking the learner's understanding of a topic. My research includes the following areas:

    • Machine Learning and Deep Learning
    • Natural Language Processing
    • Usable Semantic Computing based on Eye-tracking
    • Text Mining
    • Complex Network Analysis
    • Probabilistic Graphical Models
    • Cognitive Process

    I am actively working on several research journals and papers in these areas.

    Undergraduate Data Science Research Group


    The following is a list of pointers to the home pages of active Data Science research groups within the Computer Science Department at Salem State University. Each one of them below may have a number of active projects. Please click through to the websites for details.

    Get more details by clicking here

    Undergraduate Data Science Research Publications


    Check out our publication at 8th International Conference on Bioinformatics & Biosciences (BIOS 2022) October 29 ~ 30, 2022, Vienna, Austria

  • Machine Learning GUI based For Detecting Alzheimer’s
  • An Approach using Machine Learning Model for Breast Cancer Prediction
  • Machine Learning based to Predict B-Cell Epitope Region Utilizing Protein Features

    • Services

    I have contributed to the professional growth and development of Salem State University through a variety of activities both at the university and department levels.

  • University Level Services
    • University Curriculum Committee(UCC) (Fall 2019 - Present)
    • Ad Hoc Data Science Minor Committee (Fall 2020 - Present)
    • Women in STEM (2020-Present) In collaborating with Girls Inc. of Lynn's annual SMART (Science, Math, and Relevant Technology) Girls Summit.
    • Women in Data Science Ambassador (Spring 2020-Present)

    • WiDS Click here for more info

  • CS Department Level Services
    • CS Accreditation/Assessment Committee ABET (Fall 2019 - Present)
    • Department Curriculum Committee (Fall 2020 - Present)
    • Computer Science Industry Advisory Board Committee (CS-IAB)
    • Search Committee for Full-Time Temp Position (Fall 2021)
    • Search Committee for Full-Time Position (Fall 2022)
    • Major and Minor Week (Fall 2020)

    Publication

      Selected Publication

    Contact

    Please send me an email if you have any comments: Dr.Fatema Nafa at

    Location:

    352 Lafayette Street, Salem, MA 01970-5353

    Call:

    (978) 542-6009

    Loading
    Your message has been sent. Thank you!

    Dr.Fatema Nafa

    I'm

    About

    As a highly qualified and experienced Computer Science and Data Science educator, I possess a demonstrated ability to integrate technology-based pedagogy and evaluation strategies. My strong commitment to imparting knowledge and fostering student motivation underpins my approach to teaching a broad range of computer and data science technology concepts, subjects, and contemporary research areas. I am a dedicated and adaptable team member, consistently demonstrating a willingness to learn and contribute to the collective success of the group.

    Specialization

    • Data Science
    • Artificial Intelligence(AI) Cognitive Systems, Common Sense Reasoning, and Natural Language Understanding
    • Machine learning (Probabilistic Graphical Models)
    • Semantic Computing based on Eye-tracking
    • Web Programming and Complex Network Analysis

    More than 10 years of experience in Computer Science and Academic fields with a demonstrated history in the higher education. Intend to build a career in a renowned educational society in a hi-tech environment with committed & dedicated professionals that provide excellent opportunities

    Skills

  • Data Science
      • Working Proficiency in Python, Java, R, and C/C++
  • Web Development Technologies
      • JavaScript, HTML5, CSS3, Bootstrap, Servlets, Design patterns
  • Database Management Systems
      • Working Proficiency in SQL Server, Oracle, MySQL, DB2,PostgreSQL,SQLite,Phpmyadmin,dBASE,and FoxPro.
  • Machine learning Algorithms
      • scikit-learn, sklearn-pandas, Weka, NumPy, SciPy, pandas, spaCy, scispacy, data visualization, classification, clustering, and regression models, data pre-processing, matplotlib, Seaborn
  • Big Data Analytics Tools
      • Spark,Hadoop, and MongoDB.
  • Deep learning
      • Neural Networks, Keras, TensorFlow, Natural Language Processing (NLP), Gensim, Word2vec, BERT, CNN, RNN, LSTM, GRU. Operating Systems: Unix and Windows
  • API Design Knowledge
      • Data visualizations and Usability understanding
  • Excellent work ethic, good listening skills,and Interpersonal Communication

    • Education

    As you read through this page, you will see a central theme to each of the areas addressed within Computer Science. I leverage my passion for engaging students through effective classroom teaching and independent research to drive and implement teaching success.

    PhD - Computer Science

    2011 - 2018

    Kent State University - Kent, OH

    Dissertation Topic: Discovering Hidden Cognitive Relationships between Knowledge-Unit using Markov Cognitive Knowledge State Network. Advisor: Professor Javed Khan.

    M.S - Computer Science

    2003 - 2006

    Sirte University, Libya

    Thesis Topic: Taxonomies Classification as a Specific Type of Knowledge in Databases

    B.S - Computer Science

    1999 - 2003

    Sirte University, Libya

    Capstone Project: Banking Management System.

    Teaching Experince

    As you read through this page, you will see a central theme to each of the areas addressed within Computer Science. I leverage my passion for engaging students through effective classroom teaching and independent research to drive and implement teaching success.

    Assistant Professor

    Salem State Uinversity, Salem,MA

    09/2019 - Present

      Courses Taught:
  • Data Science
  • Data Structures and Algorithms
  • Database Systems
  • Scripting Techniques
  • C/C++ Programming Language,
  • Software Design and Programming I
  • Software Design and Programming II
  • Survey of Computer Science
  • Computer Science Capstone Project Specification
  • Computer Science Capstone Project
  • Engaged students in lectures by encouraging sharing of opinions and group interactions.

    • Teaching Assistant , Kent,Ohio

    Kent State University - Kent, OH

    01/2014 - 05/2017

  • Courses Taught:
      • Operating System, Game Programming. Programming and Algorithm. System Programming,Web Programming II. Structure of Programming Languages and Cluster Computing.
  • Provided one-on-one assistance and tutoring to students requiring additional help.
  • Graded weekly assignments included reporting of grades and student's progress.

    • Assistant Lecturer

    University of Benghazi - Libya
    01/2007 - 05/2010

  • Courses Taught:
      • System analysis and Design, Information Retrieval, Knowledge Management, Operating System, Computer Organization, Introduction to Computer Architecture, Introduction to Networking, Game Programming, Programming Languages C++, Assembly Language, Introduction to Pascal, Software Engineering, Introduction to Cryptography, and Database. Supervisor of The Final Year Undergraduate Research Projects, 2007-2010.
  • Provided one-on-one assistance and tutoring to students requiring additional help.
  • Provided helpful input in selection of learning materials and resources.

    • Research

    Overall, my research focus is on Data Science. My current research is focused on using Data Science to investigate the effectiveness of learning materials using Bloom's Taxonomy theory and mimicking the learner's understanding of a topic. My research includes the following areas:

    • Machine Learning and Deep Learning
    • Natural Language Processing
    • Usable Semantic Computing based on Eye-tracking
    • Text Mining
    • Complex Network Analysis
    • Probabilistic Graphical Models
    • Cognitive Process

    I am actively working on several research journals and papers in these areas.

    Undergraduate Data Science Research Group


    The following is a list of pointers to the home pages of active Data Science research groups within the Computer Science Department at Salem State University. Each one of them below may have a number of active projects. Please click through to the websites for details.

    Get more details by clicking here

    Undergraduate Data Science Research Publications


    Check out our publication at 8th International Conference on Bioinformatics & Biosciences (BIOS 2022) October 29 ~ 30, 2022, Vienna, Austria

  • Machine Learning GUI based For Detecting Alzheimer’s
  • An Approach using Machine Learning Model for Breast Cancer Prediction
  • Machine Learning based to Predict B-Cell Epitope Region Utilizing Protein Features

    • Services

    I have contributed to the professional growth and development of Salem State University through a variety of activities both at the university and department levels.

  • University Level Services
    • University Curriculum Committee(UCC) (Fall 2019 - Present)
    • Ad Hoc Data Science Minor Committee (Fall 2020 - Present)
    • Women in STEM (2020-Present) In collaborating with Girls Inc. of Lynn's annual SMART (Science, Math, and Relevant Technology) Girls Summit.
    • Women in Data Science Ambassador (Spring 2020-Present)

    • WiDS Click here for more info

  • CS Department Level Services
    • CS Accreditation/Assessment Committee ABET (Fall 2019 - Present)
    • Department Curriculum Committee (Fall 2020 - Present)
    • Computer Science Industry Advisory Board Committee (CS-IAB)
    • Search Committee for Full-Time Temp Position (Fall 2021)
    • Search Committee for Full-Time Position (Fall 2022)
    • Major and Minor Week (Fall 2020)

    Publication

      Selected Publication

    Contact

    If you have any Question Please send an email to Dr. Nafa at

    Location:

    352 Lafayette Street, Salem, MA 01970-5353

    Call:

    (978) 542-6009

    Loading
    Your message has been sent. Thank you!