FACULTY PROFILE

Dr. Fouzia Jabeen

Lecturer Incharge PhD Web Engineering University of Peshawar

Coordinator


Department:
Computer Science

Email:
fouzia.jabeen@sbbwu.edu.pk

Name

Dr. Fouzia Jabeen

Personal

Contact #: 091-9224769
Email: Fouzia.jabeen@sbbwu.edu.pk

Google-scholar:https://scholar.google.com/citations?view_op=list_works&hl=en&hl=en&user=WwcmgLYAAAAJ

ResearchGate link: https://www.researchgate.net/profile/Fouzia-Jabeen
Address: Department of Computer Science, Shaheed Benazir Bhutto Women University, Main Campus, Charsadda Road, Peshawar.


Experience

  1. Oct 2006-till date: Lecturer Department of Computer Science, Shaheed Benazir Bhutto Women University.
  2. October 2004-October 2006: Computer Science Lecturer  at  College  of  Home  Economics,  University  of  Peshawar  KPK,   Pakistan.
  3. June 2003 – October 2004: Computer Science Lecturer in Brains Postgraduate College of Information Technology, Peshawar KPK, Pakistan.
  4. November 2001– July 2004, May2005-Aug 2005 (visiting): Computer Science Lecturer in Sarhad University Of science & Information Technology, Peshawar KPK, Pakistan.
  5. Dec 2001– Jan 2002: Computer Science Lecturer in Centre of Applied Epistemics, Peshawar KPK, Pakistan.

Oct 1999– Oct 2000: Computer Science Lecturer in HITEC Degree College, Peshawar KPK, Pakistan.


Qualification

  • M.Sc Computer Science, MS (Database Systems), Ph.D (Web Semantics)

Honor and Awards

  1. Faculty representative for making of Seniority List.
  2. Academic council nominated member of City University of Science and Information Technology Peshawar (Aug 2023 to Aug 2026)
  3. Graduate Committee Member (13/1/2023-13/1/2026)
  4. Trainer for Smart Classroom (13/2/2023-till date)
  5. Approved HEC Supervisor since 2019
  6. Elected Syndicate Member of SBBWU March 2019-2022 and Nov 2022-2025
  7. First Position in Project exhibited in STEM interuniversity competition 2018.
  8. Awarded HEC Indigenous Scholarship for PhD
  9. Presented Research paper titled “Energy Based Coefficient Selection for Digital Watermarking in Wavelet Domain” on HEC grant in International Conference on Information Computing and Applications (ICICA 2010) held 16-18 Oct 2010 at Tangshan China. Also remain a Session chair.
  1. Top Position Holder in BSc-II     (Frontier College for Women, Peshawar, KPK, Pakistan

Top Position Holder in BSc-I      (Frontier College for Women, Peshawar, KPK, Pakistan.


Memberships

BS Final Year Project Examiner approved from Board of studies for

-Islamia University

-Peshawar University

-Swabi University

-City University Peshawar

BOS member of City Univ of Information Technology 2022-25


Graduate Students Postdocs Undergraduate Students Honor Students

BS FYP

MS

PhD

2 Girls (1 groups)

Session 2021-2025

4 Completed

2 Scholars in progress

2 scholars

MS Session 2021-2022- Shakeela Naz- Evaluation of One-stage and Two-stage Object Detection Models for Visually Impaired People.

MS Session 2020-21- Saima Ramzan- Entertainment Headlines News Classification by Exploiting Bidirectional Encoder Representations from Transformer Model.

MS Session 2017-2018-Nabila Amir-Personalized News Recommendations using Deep Belief Network

MS Session 2019-2020-Shahla Gul-Using Machine Learning Algorithms to study the Psychological Impact of Covid-19 Outbreak

BS Session 2020-2024- Ms. Wareesha Shakeel and Ms. Maheen -Voice Controlled Smart Home Automation”

BS Session 2018-2022-Kainat, Irum and Maimona-Right Choice for Living and advertisement.

BS Session 2018-2022-Opinion Mining for Restaurant Reviews.

BS Session 2017-2021-Khobroo Kamran, Iqra and Maria-Exploiting google Tools for Home Security

BS Session 2017-2021-Aneeesa and Malika-Robust Watermarking approach using Patchwork and DWT

Msc Session 2018-20-Faiza Fayaz and Sonia Shams-Finding Best Study and Career Opportunity in KPK Universitas with Mashup.

BS Session 2016- 2020-Maria and Kainat OWL: Android Based Music Player for Blind Friends

BS Session 2016-2020 -Sumbal and Saira-API Ranking using Programmble Web and Git Hub

BS Session 2015-2019-Saman, Hira and Shahwana, Polysemy Detection in Tagset using Wiki and WordNet

BS Session 2015-2019- Nimra and Maham-Finding Related Tables in Scholarly Articles

BS Session 2014-2018-Nadia, Aqsa and Sundus- Exploiting and Evaluating Promising Metrics for Ranking of Tags

Msc 2015-2017- Urooj-Spam Tag detection using tag relationship.

Msc 2015-2017- Faiza Shafique and Marhaba -Sematic Richness of Machine generated and folk Tag Sets


Service Activity

  1. Incharge of Department of CS 4/11/2022 – 4/11/2025
  2. Accreditation Focal Person
  3. Smart Classroom Teacher (Under HEC Project of Smart Classrooms)
  4. Remained coordinator of the department during March 2008- June 2012
  5. Graduate Committee member 
  6. BS Programme Coordinator Jan 2016-Oct 2022
  7. BOS Member
  8. Reviewer of MS/PhD Thesis since 2017

Reviewer of Journal articles since 2017


Brief Statement of Research Interest

My research interests are related to social collaborative applications. These include:

  • Folksonomies
  • Collaborative tagging
  • Semantics discovery in social tagging system
  • Relevant tag sets for resources
  • Bringing precision in search results
  • Exploiting deep learning algorithms
  • Ethics in using generative AI

Please see my publications for the work that I have carried out in the above mentioned areas


Publications

Theses
PhD
Exploiting Contexts for Finding Refined Relevant Set of tag: Towards Maintaining a Quality Folksonomy
 
MS
Imperceptible & Robust digital watermarking in Wavelet domain

Journals & Conferences 


1.    Hafsa Zaman and Fouzia Jabeen, News Aggregation and Summarization Algorithmic Advancements, Bias Mitigation, and Multimodal Integration, Annual Methodological Archive Research Review, vol 3, No 7, 2025, Y category Journal

2.    Huda Begum, Fouzia Jabeen, Salma Noor, Sentiment Analysis of Twitter Data on Procrastination Using Decision Tree Navie Base and Deep Learning, Annual Methodological Archive Research Review, vol 3, No 6, 2025, Y category Journal

3.    Aleena Ahmad and Fouzia Jabeen, Application of Machine and Deep Learning in Epileptic Seizure Detection a Systematic Review, Annual Methodological Archive Research Review, vol 3, No 3, 2025, Y category Journal
4.    Shakeela Naz, Fouzia Jabeen, " Towards Improved Assistive Technologies: Classification and Evaluation of Object Detection Techniques for Users with Visual Impairments, Vol 12, No 2, 2024 Y Category Journal
5.    Azra, Fouzia Jabeen, Neelam Gohar, “COMPARATIVE ANALYSIS OF THE THREE VERSIONS OF CHATGPT IN TERMS OF ITS SERVICES”, International Journal of Contemporary Issues in Social Sciences, Vol 3, No 1, 2024.Y Category Journal

6.    Hina Urooj, Erum Kamal, Fouzia Jabeen, Fouzia Idress, “AN ANDROID BASED APPLICATION FOR DIFFERENTLY ABLED PEOPLE”, International Journal of Contemporary Issues in Social Sciences, Vol 3, No 1, 2024.Y Category Journal

7.    Maryam Hassan, Fouzia Jabeen, Fouzia,” Contextual Paradigms in Laparoscopy: Surgical Tools Detection & Shaping the Future of Surgical Precision”, International Journal of Contemporary Issues in Social Sciences, Vol 3, No 1, 2024.Y Category Journal

8.    Saima Ramzan, Fouzia Jabeen, Zafar Ali, Shah Nazir, “Advancements in News Article Classification: Approaches in Machine Learning and Deep Learning across Sports, Entertainment, Politics, Business, and Weather Domains”, VAWKUM Transactions on Computer Sciences, Vol 11,No 2, 2023.Y Category Journal

9.    Sidra Niaz, Dr. Fouzia jabeen, Dr.Tabinda Salam, Dr. Shah Nazir,” Statistical Methods in Computer Science: A Comparative Review of Inductive and Deductive Approaches”, VAWKUM Transactions on Computer Sciences, Vol 11,No 1, 2023.Y Category Journal

10.    Irfan Ullah, Sikandar Alam, Zafar Ali, Mahmood Khan, Fouzia Jabeen and Shah Khusro, "On the Current State of Query Formulation for Book Search," Artificial Intelligence Review, April 2023. IF 9.5

11.    Fouzia Jabeen, Shah Khusro, Nasreen Anjum (2003), Research in Collaborative Tagging Applications: Choosing the Right Dataset, VAWKUM Transactions on Computer Sciences, Vol 11,No 1, 2023.Y Category Journal

12.    Yushan Lin, Yasser Alshehri, Noha Alnazzawi, Mohammad Abid, Samina A Khan, Fouzia Jabeen, Ibrahim Elwar(2023), Social media analytics and their applications to evaluate an activity in online health interventions using CRITIC and TOPSIS techniques, Soft Computing, https://doi.org/10.1007/s00500-023-08004-3
13.    Yanli Yu, Dong Wang, Mohammad Faisal, Fouzia Jabeen, Sumaira Johar  (2022), Decision support system for evaluating the role of music in network-based game for sustaining effectiveness, Soft Computing, https://doi.org/10.1007/s00500-022-06992-2
14.    Nabila Amir, Fouzia Jabeen,  Zafar Ali,  Irfan Ullah,  Asim Ullah Jan &  Pavlos Kefalas, (2022),  On the current state of deep learning for news recommendation,(2022),Artificial Intelligence Review, https://doi.org/10.1007/s10462-022-10191-8
15.    Nasreen Anjum; Mohammad Alibakhshikenari; Junaid Rashid; Fouzia Jabeen, (2022), IoT-Based COVID-19 Diagnosing and Monitoring Systems: A Survey, IEEE Access.

16.    Saima Ramzan, Fouzia Jabeen, Nasreen Anjum (2021), State of Art Approaches for Giving Related Items in Search Query, 2021 IEEE International Conference on Electrical, Computer and Energy Technologies (ICECET).

17.    Nabila Amir, Fouzia Jabeen Sidra Niaz (2020), A Brief Review of Conditions, Circumstances and Applicability of Sampling Techniques in Computer Science Domain, 2020 IEEE 23rd International Multitopic Conference (INMIC)

18.    Saman Iftikhar, Fouzia Jabeen, Hira Nasir, Shahwana Fida (2020), WordNet and Wiki Based Approach for Finding Polysemy Tags in a Tag Set, 2020 International Conference on Intelligent Systems and Computer Vision (ISCV)At: Fez, Morocco.

19.    Fouzia Jabeen and Shah Khusro (2019) Core Architecture and Design Issues of Collaborative Tagging Applications’ (Extended Version). Indian Journal of Science and Technology. 10.17485/ijst/2019/v12i43/146432. Master list Journal

20.    Faiza Shafique, Marhaba Khan, Fouzia Jabeen , Sanila (2019) Semantic Richness of Tag Sets: Analysis of Machine Generated and Folk Tag Set. In: Silhavy R. (eds) Software Engineering Methods in Intelligent Algorithms. CSOC 2019. Advances in Intelligent Systems and Computing, vol 984. Springer, Cham

21.    Shah Khusro, Fouzia Jabeen and Aisha Khan. Tag Clouds: Past, Present and Future. Proc. Natl. Acad. Sci., India, Sect. A Phys. Sci. (2018). https://doi.org/10.1007/s40010-018-0571-x
22.    Urooj Mahtab, Fouzia Jabeen “Spam Tags Detection and Protection using Tags' Relationship Based Anti-Spam Approach”. In press. 21st IEEE International Multi Topic Conference (INMIC) 2018 

23.    Nabila Amir, Nabila Rehman, Reema and Fouzia Jabeen. Synonyms Detection in Folk Tag Set: A Novel Hybrid Solution. UW Journal of Computer Science, 1(1), pp  18-28

24.    Uruba Ali, Hoorain Javed, Rekham Khan, Fouzia Jabeen and Noreen Akbar. “Intelligent Stick for Blind Friends” 4, no 1(2018).

25.    Nabila Amir, Nabila Rehman, Reema and Fouzia Jabeen. Synonyms Detection in Folk Tag Set: A Novel Hybrid Solution. MDSRC - 2017 Proceedings

26.    Fouzia Jabeen, Shah Khusro, Amna Majid, and Azhar Rauf. "Semantics discovery in social tagging systems: A review." Multimedia Tools and Applications 75, no. 1(2016): 573-605. US Springer Journal. IF. 1.346

27.    Fouzia Jabeen and Shah Khusro. Quality-protected folksonomy maintenance: a brief survey. The Knowledge Engineering Review 30, no. 5(2015): 521-544.Cambridge University Press. IF. 0.766

28.    Fouzia Jabeen and Shah Khusro. Core Architecture and Design Issues of Collaborative Tagging Applications’. 4th International Conference on Computer Science & Computational Mathematics (ICCSCM 2015), Langkawi, Malaysia.

29.    Shah Khusro, Fouzia Jabeen, Syed Rehman Mashwani and Ifitkhar Alam. Linked Open Data: Towards the Realization of Semantic Web- a Review. Indian Journal of Science and Technology 7, no. 6 (2014): 745-764. ISI Master List. 

30.    Fouzia Jabeen, Shah Khusro,Saeed Mehfooz, Azhar Rauf. Relevance of Tags to Images: A Brief Survey of Major Parameters and Evaluation Measures. Life Sci J 2013;10(12s):401-404] (ISSN:1097-8135). http://www.lifesciencesite.com. 68. ISI indexed. IF. 0.6

31.    Shah Khusro, Shaukat Ali, Azhar Rauf, Saeed Mahfooz, Syed Rehman, Akif Khan, Fouzia Jabeen. Unleashing Sensor Data on Linked Open Data - The Story So Far. Life Sci J 2013;10(4):1766-1786]. (ISSN:1097-8135). http://www.lifesciencesite.com. 232.ISI indexed. IF. 0.6

32.    Jahangir Khan, Shah Khusro, Fouzia Jabeen. Digital Signage System: Review of Past, Present & Future. ICCSCM 2014.

33.    Fouzia Jabeen, Zahoor Jan, Arfan Jaffar, Anwar M.Mirza .”Energy Based Coefficient Selection for Digital Watermarking in Wavelet Domain”. International Conference on Information Computing and Applications (ICICA 2010),Part II,CCIS 106, pp.260-267,2010.Springer-Verlag Berlin Heidelberg 2010.

34.    Fouzia Jabeen, Zahoor Jan, Arfan Jaffar, Anwar M.Mirza .”Energy Based Coefficient Selection for Digital Watermarking in Wavelet Domain”. International Journal of Innovative Computing and Applications 5(1):18-25, 2013

35.    Zahoor Jan, Arfan Jaffar, Fouzia Jabeen, Azhar Rauf .”Watermarking Scheme based on wavelet Transform, Genetic Programming and Watson Perceptual Distortion Control Model for JPEG 2000.International Conference on Emerging Technologies (ICET 2010).  
 


Research Grants and Contracts

- Funding received from “National Grassroot ICT Research Initiative (NGIRI) 2023-24” for shortlisted final year project titled “ Voice Controlled Smart Home Automation” of Ms. Wareesha Shakeel and Ms. Maheen Session 2020-2024 BS(CS) supervised by Dr. Fouzia Jabeen.

-US Consulate General Peshawar and National Examination and Evaluation Foundation Funded project of Final Year BS Students

-Information Service Engineering


Other Research or Creative Accomplishments

Session speaker in 2-day training on “TechEducation for Women’s”. Held on 26th -27th Oct 2022.

-Invited Speaker in Ist International Conference on Software Engineering and Computing Discipline Nov 2019.

-Work as organizer in “International Conference on Food and Applied Sciences (ICFAS-2023) Dir-kumrat, 3-5 August 2023.

 

 

Keynote speaker in session  “Redefine Possible” organized by Google Women Tecmakers and Deptt of CS on 29th April 2025

-Attended NCEAC workshop on “The art of teaching programming and quality of IT graduates Academia and Industry Rendezvous. April 10, 2025

Madina khan worked under supervision of Dr. Fouzia Jabeen presented her BS final year project research work tiltles” A Comprehensive Study on Innovative AAC Solution for Enhancing Communication in Speech-Impaired Children” presented in International Conference on Innovations in Computing Technologies and Information Sciences, UET, Peshawar on 29th April 2025


Selected Professional Presentations

Presented Research paper titled “Energy Based Coefficient Selection for Digital Watermarking in Wavelet Domain” on HEC grant in International Conference on Information Computing and Applications (ICICA 2010) held 16-18 Oct 2010 at Tangshan China.