IIUI mission is to transform the society by promoting education, training, research, technology, and collaboration for reconstruction of human thought in all its forms on the foundations of Islam.
IIUI mission is to transform the society by promoting education, training, research, technology, and collaboration for reconstruction of human thought in all its forms on the foundations of Islam.
IIUI vision to be an excellent University in diversity, knowledge, research, and innovation for the benefits of society and the Muslim Ummah. |
Dr. Tehmina Amjad |
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Ph.D. (Information Retrieval) Assistant Professor HEC Approved Supervisor since 2016 Incharge, Department of Computer Science and Software Engineering Faculty of Basic and Applied Sciences International Islamic University, Islamabad, Pakistan Email: [email protected] Personal Web page: https://sites.google.com/view/dr-tehmina-amjad/home |
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Research Interests
Scientometrics, Bibliometrics, Information Retrieval, Data Mining, Social Network Analysis and Mining, Machine Learning, Data Grids.
Ph.D. CS Thesis
Title: Ranking in Academic Social Networks
Research work conducted at Indiana University, Bloomington, Indiana, USA, under Split Ph.D. Program
SUMMARY
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Post Graduate Experience >17 years |
Post PhD Experience > 6 Years |
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H-Index: 14 |
i10-Index: 22 |
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RG Score: 21.27 |
Google Scholar Citations: 799 |
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Impact Factor (74.586) |
Total Papers: 45+ |
Education
Years |
Degree |
University/Institute |
2015 |
Ph.D. Computer Science |
International Islamic University, Islamabad, |
2004 |
MS Computer Science |
International Islamic University, Islamabad |
2002 |
BCS (Hons.) Computer Science |
International Islamic University, Islamabad |
1999 |
HSSC Pre-Engineering |
Islamabad College for Girls, F-6/2, Islamabad |
1997 |
SSC Science |
Federal Gov. Higher Secondary Model School, Islamabad |
Work Experience (17 years +)
. 2016-till date: Assistant Professor Department of Computer Science & Software Engineering, IIU, Islamabad.
. 2016-2018: Served as Chairperson of Department of Computer Science and Software Engineering, IIU, Islamabad.
. 2007- 2016: Lecturer, Department of Computer Science & Software Engineering, IIU, Islamabad.
. 2005-2007: Visiting Lecturer at Department of Computer Science & Software Engineering, IIU, Islamabad and Riphah International University Islamabad
. 2004-2005: Teaching Fellow: Riphah International University Islamabad
Journal Publications
2022
Tehmina Amjad, Nafeesa Shahid, Ali Daud, Asma Khatoon, Citation burst prediction in a bibliometric network, Scientometrics, March 2022 (Impact Factor 3.238)
2021
1. Tehmina Amjad, Mehwish Sabir, Azra Shamim, Masooma Amjad, Ali Daud. Investigating the citation advantage of author-pays
charges model in computer science research: a case study of Elsevier and Springer. Library Hi Tech, Impact Factor: 1.256)
2. Ali Daud, Fizan Abbas, Tehmina Amjad, Abdulrahman A Alshdadib, Jalal S Alowibdia. Finding rising stars through hot topics detection, Future Generation Computer Systems February 2021 115, 798-813 (Impact Factor 5.768)
3. Tehmina Amjad, Javeria Munir, Investigating the impact of collaboration with authority authors: a case study of bibliographic data in field of philosophy, Scientometrics, March 21, 1-22, https://doi.org/10.1007/s11192-021-03930-1 (Impact Factor 2.867)
2020
1. Tehmina Amjad, Yusra Rehmat, Ali Daud, Rabeeh Ayaz Abbasi. Scientific Impact of an Author and Role of Self-Citations. Scientometrics, 10.1007/s11192-019-03334-2 (Impact Factor: 2.770)
2. Ali Daud, Min Song, Malik Khizar Hayat, Tehmina Amjad, Rabeeh Ayaz Abbasi, Hussain Dawood, Anwar Ghani, Finding rising stars in bibliometric networks, Scientometrics, https://doi.org/10.1007/s11192-020-03466-w (Impact Factor: 2.770)
3. Shafina Bibi, Nadeem Anjum, Tehmina Amjad, Graeme McRobbie, Naeem Ramzan. Human Interaction Anticipation by Combining Deep Features and Transformed Optical Flow Components, IEEE Access, Vol 8, pp. 137646 – 137657, DOI: 10.1109/ACCESS.2020.3012557
2019
4. Umara Noor, Zhahid Anwar, Tehmina Amjad, Kim-Kwang Raymond Choo A machine learning-based FinTech cyber threat attribution framework using high-level indicators of compromise. Future Generation Computer Systems 96, 227-242 (Impact Factor 5.768)
5. Tehmina Amjad and Ayesha Ali. Uncovering diffusion trends in computer science and physics publications. Library Hi Tech, Vol. 37 No. 4, pp. 794-810 (Impact Factor: 1.256)
6. Ali Daud, Tehmina Amjad, Muazzam Ahmed Siddiqui, Naif Radi Aljohani, Rabeeh Ayaz Abbasi, Muhammad Ahtisham Aslam. Correlational analysis of topic specificity and citations count of publication venues. Library Hi Tech, Vol. 37 No. 1, pp. 8-18. (Impact Factor: 1.256)
7. Ali Daud, Wahab Khan, Jamal A Nasir, Tehmina Amjad, Sachi Arafat, Naif Radi Aljohani, Fahd Alotaibi, Urdu Part of Speech Tagging Using Conditional Random Fields, Language Resources and Evaluation. Vol. 53 No. 3, pp. 331-362 Impact Factor (0.656)
2018
1. Hafsa Dar, M. Ikramullah Lali, Humaira Ashraf, Muhammad Ramzan, Tehmina Amjad, Basit Shahzad, A Systematic Study on Software Requirements Elicitation Techniques and Its Challenges in Mobile Application Development. IEEE Access. 6(1), 63859-63867, 2018. (IF: 3.557)
2. Tehmina Amjad, Ali Daud, Naif Radi Aljohani. Ranking Authors in Academic Social Networks: A Survey. 2018, Library Hi Tech, 36(1), 97-128, 2018 (Impact Factor: 1.256)
3. Sarah Shafqat, Saira Abbasi, Raihan ur Rasool, Junaid Qadir, Tehmina Amjad, Hafiz Farooq Ahmad. Big data analytics enhanced healthcare systems: A Review, 2018, Journal of Supercomputing. https://doi.org/10.1007/s11227-017-2222-4 (Impact Factor: 1.532)
2017
1. Tehmina Amjad, Ying Ding, Jian Xu, Chenwei Zhang, Ali Daud, Jie Tang, Min Song. Standing on the Shoulder of Giant. Journal of Informetrics, 11(1): 307-323, 2017. (Impact Factor: 3.879)
2. Hikmat Ullah Khan, Ali Daud. Umer Ishfaq. Tehmina Amjad, Naif Aljohani, Rabeeh Abbasi, Jalal S. Alowibdi, 2017. Modelling to identify influential bloggers in the blogosphere: A survey. Computers in Human Behavior. 68, 64-82 (Impact Factor: 4.306 )
3. Tehmina Amjad, Ali Daud, Indexing of Authors According to their Domain of Expertise, 2017, Malaysian Journal of Library & Information Science, 22 (1), 69-82. (Impact Factor: 0.650)
4. Tehmina Amjad, Hafsa Zahra, Twitter Likes Prediction Using Content and Link based Features, 2017, Pakistan Journal of Computer and Information Systems, 2(1), 1-15.
2016
1. Tehmina Amjad, Ali Daud, Atia Akram, 2016. Impact of Mutual Influence while Ranking Authors in a Co-authorship Network. Kuwait Journal of Sciences. 43 (3). 101-109. (Impact Factor: 0.693)
2. Wahab Khan, Ali Daud, Jamal A Nasir, Tehmina Amjad, 2016. A survey on the state-of-the-art machine learning models in the context of NLP. Kuwait Journal of Sciences. 43 (4). 95-113. (Impact Factor: 0.693)
3. Tehmina Amjad, Ishfaq Ahmed, Muhammed A. Shaikh, Nabila Naz, 2016. Variation in Citation Based Fractional Counting of Authorship. Journal of Engineering and Applied Sciences. 35(2). 33-42 (HEC recognized)
4. Tehmina Amjad, Shabnum Bibi, Muhammed A. Shaikh, Ali Daud, 2016. Author Productivity Indexing Via Topic Sensitive Weighted Citations. Science International. 28(4), 4135-4139. (HEC recognized)
2015
1. Tehmina Amjad, Ying Ding, Ali Daud, Jian Xu, Vincent Malic, 2015. Topic-based heterogeneous rank. Scientometrics. 104(1), 313–334. (Impact Factor: 2.770)
2. Tehmina Amjad, Ali Daud, Dunren Che, Atia Akram, 2015. MuICE: Mutual Influence and Citation Exclusivity Author Rank. Information Processing and Management (Impact Factor: 3.892)
3. Tehmina Amjad, Ali Daud, Atia Akram, 2015. Mutual Influence based Ranking of Authors. Mehran University Research Journal of Engineering & Technology. 29(4), 103-112 (HEC recognized)
2012
1. Tehmina Amjad, Muhammed Sher, Ali Daud, 2012. A survey of dynamic replication strategies for improving data availability in data grids. Future Generation Computer Systems. 28(2), 337–349. (Impact Factor: 5.768)
Conference Publications
2021
Tehmina Amjad,
Domain-Specific Scientific Impact and its Prediction, International Conference on Artificial Intelligence (ICAI) IEEE, 2021
2020
Tehmina Amjad, Ali Daud, Hussain Dawood, Topic Sensitive Ranking of Authors, 2nd International Conference on Computer and Information Sciences (ICCIS)
2018
1. Tehmina Amjad, Ali Daud, Sadia Khan, Rabeeh Ayaz Abbasi, Faisal Imran. Prediction of Rising Stars from Pakistani Research Communities. 14th IEEE International Conference on Emerging Technologies, Nov 21-22, 2018, Islamabad, Pakistan.
2. Ali Daud, Akbar Hussain, Rabeeh Ayaz Abbasi, Naif Radi Aljohani, Tehmina Amjad, Hassan Dawood. Region-wise Ranking of Sports Players based on Link Fusion. WWW18 in proceedings of The Web Conference 2018, Pages 259-266. Lyon, France, April 23 – 27, 2018.
3. Tehmina Amjad, Ali Daud, Min Song. Measuring the Impact of Topic Drift on Scholarly Networks. WWW18 in proceedings of The Web Conference 2018, Pages 373-378. Lyon, France — April 23 – 27, 2018.
2017
Ali Daud, Naif Radi Aljohani, Rabeeh Ayaz Abbasi, Zahid Rafique, Tehmina Amjad, Hussain Dawood, Khaled H. Alyoubi. Finding Rising Stars in Co-Author Networks via Weighted Mutual Influence. In Proceedings of 26th International World Wide Web Conference, 2017
2016
1. Tehmina Amjad, Atia Akram, 2015. Study of Correlation between Entropy and Citations Count. ISESCO WINS 2016, March 8, 2016, Quaid-e-Azam University, Islamabad, Pakistan
2. Wahab Khan, Ali Daud, Jamal Nasir, Tehmina Amjad, Named Entity Dataset for Urdu Named Entity Recognition Task. In Proceedings of 6th International Conference on Language and Technology (CLT), 2016.
2010
Tehmina Amjad, Muhammed Alam, An Application of Bayesian Theorem for Optimal Replica Placement in Data Grids, Proceedings of the IASTED International Conference Parallel and Distributed Computing and Systems (PDCS 2010) November 8 – 10, 2010 Marina Del Rey, USA
Paper Reviewer (Journals)
Scientometrics, Engineering Applications of Artificial Intelligence, Computational & Mathematical Organization Theory, Arabian Journal for Science and Engineering, Library HiTech, Pakistan Journal of Computer & Information Systems, Egyptian Informatics Journal, KSII Transactions on Internet and Information Systems.
Editorial Responsibilities
Editor-in-Chief
Researchpedia Journal of Informetrics and Learning Analytics (https://rpjila.researchpedia.info/ )
Editorial Board Member
Researchpedia Journal of Computing (https://rpjc.researchpedia.info/ )
Member Advisory Board
Pakistan Journal of Computer and Information Systems (http://pastic.gov.pk/pjcis.aspx?par=pjcis&cmenu=pjcishome)
External Reviewer in Universities [BS, MS, PhD thesis Examiner]
National University of Sciences and Technology (NUST) SEECS
Quaid-i-Azam University, Islamabad, Pakistan
Allama Iqbal University, Islamabad, Pakistan
Technical Program Committee Member
16th IEEE International Conference on Emerging Technologies 2021 (ICET 2021)
7th International Conference on Computing and Artificial Intelligence (ICCAI 2021)
6th International Conference on Computing and Artificial Intelligence (ICCAI 2020)
5th International Conference on Computing and Artificial Intelligence (ICCAI 2019)
2nd International Conference on Advanced Information Science and System (AISS 2020)
International Symposium on Neural Computing and Applications (ISNCA 2020)
International Conference on Information Technology and Computer Communications (ITCC 2019)
4th International Conference on Cloud Computing and Internet of Things (CIOT 2019)
5th International Conference on Computing and Artificial Intelligence (ICCAI 2019)
Artificial Intelligence Technology Conference (AITC 2019)
17th International Conference on Frontiers of Information Technology (FIT 2019)
16th International Conference on Frontiers of Information Technology (FIT 2018)
15th International Conference on Frontiers of Information Technology (FIT 2017)
14th International Conference on Frontiers of Information Technology (FIT 2016)
13th IEEE International Conference on Emerging Technologies (ICET-2017)
Courses Taught
Undergraduate Level
. Digital Logic and Design
. Discrete Structures
. Data Structures
. Database Management System
. Computer Architecture
. Programming Fundamentals
. Fundamentals of Algorithms
MSCS Level
. Distributed Databases
. Advanced Databases
. Data Mining
PhD CS Level
. Research Trends in Data Mining
. Research Trends in Computer Science
. Research Trends in Software Engineering
. Advance Topics in DBMS
Graduate Students supervised:
1. Nayyab Naseem MSCS F17 “Authentication of Hadith on the web via Takhrij Al-Hadith Principles”
2. Sidra binte khalid MSCS F17 “Identification of scientific collaboration impact among authors and their co-authors”
3. Nazia Rehman MSCS F17 “Detection of Fake News Using Sentence Embedding”
4. Tayyaba Kanwal MSCS F17 “Research Paper Recommendation System by Integrating Multiple Features with Citation Network ”
5. Zia Bakhat MSCS F17 “Prediction Of Factors Affecting User Response Rate On Social Discussion Forum”
6. Nafeesa Shahid MSCS F17 “Citation Burst Prediction using Bibliometric Networks”
7. Zainab Shaheen MSCS F16 “Aspect-Based Course Feedback Analysis on Massive Open Online Course Forum to Facilitate Instructor”
8. Amber Malik MSCS F16 “Ranking Authors who Get Citations Fast in a Short Time”
9. Saima Akbar MSCS F16 “Understanding the topic evolution through trends and status in scientific domain”
10. Sehrish Ghaffar MSCS F16 “Effect of context of citations in evaluation of scientific impact of Authors”
11. Qudsia Hameed MSCS F16 “Multiple Feature-based Prediction of Loan Defaulter”
12. Anum Naseem Kiani MSCS F16 “Predicting the Future Scientific Impact of Scholars”
13. Javeria Munir MSCS F15 “Measuring the Impact of Collaboration with Authority Authors”
14. Yusra Rehmat MSCS F15“Self Citations based Trend based Prediction and Effects”
15. Mehwish Sabir MSCS F15 “Citation Advantages of Author Pays Model In Computer Science”
16. Oswa Maryam MSCS F15 “Detecting Correlation between Socio-Economic Conditions of Students and Their Educational Achievement”
17. Sadia Khan MSCS F15“Prediction of Rising Star in Pakistani Research Network”
18. Ayesha Ali MSCS F15 “Uncovering Diffusion Trends in Computer Science and Physics Publications”
19. Tayyiba Khaliq MSCS F14 “Finding the Reasons Behind Falsely Predicted Rising Stars”
20. Hafsa Zahra MSCS F14 “Predicting Twitter Likes Using Content and Link based Features”
21. Atia Akram MSCS F14 “Correlational Study of Entropy and Citations Count”
22. Mahrukh Malik MSCS F14 “Measuring the Effect of Topic Drift in Scholarly Networks”
23. Masuma Abbas Rizvi MSCS F06 “Utilizing Aliance Rules for Data Warehouse Cleansing”
24. Nighat Zehra MSCS F06 “Generic Metadata Repository”
Graduate Students Under Supervision:
1. Uswa Ehsan MSCS F20 “An Efficient Hybrid Multi-Document Summarization scheme using BERT”
2. Ayesha Mazhar MSCS F20 “Improved Early Detection of Melanoma Using Machine Learning”
PhD Graduates
1. Shafina Bibi PhDCS S13 “Robust Human Behaviour Anticipation in Multiple Camera Environments”
PhD Scholars Under Supervision
1. Asia Kanwal PhD CS F14 “Secure and Efficient Application partitioning in Mobile cloud computing”
2. Sania Arshad PhD CS F15 “Automated Structure Based Skin Cancer Detection and Segmentation”
PhD Scholars Under Co-Supervision
1. Ayesha Manzoor PhD CS F14 “Author Name Disambiguation by using Deep Learning”
2. Aqeel Ferooz PhD CS F13 “Group Anomaly Detection in Academic Social Networks”
3. Naveed Ahmed PhD CS F13 “Sponsored Search Prediction in Online Advertising”
REFERENCES
Dr. Ali Daud
Associate Professor, Department of Computer Science and Artificial Intelligence
University of Jeddah, Jeddah, KSA
Email: [email protected], [email protected]
Dr. Ying Ding
Professor at School of Information, Dell Medical School
University of Texas at Austin Core Faculty of Cognitive Science
Co-Director of the Semantic Web Lab, Indiana University, USA
Email: [email protected]