Afsaneh Fatemi - Big Data UI

Associate Professor

Bio

Dr. Fatemi received her B.Sc. from the Isfahan University of Technology, Isfahan, Iran, in 1995, and her M.Sc. and Ph.D. from the University of Isfahan, Isfahan, Iran in 2001 and 2012, all in Computer Software Engineering. She joined the Faculty of Computer Engineering at the University of Isfahan in 2013, as an assistant professor. She is now the head of the department of software engineering and has been a member of the UI Big Data research group since 2018.

Publication

Her publications include many international journal papers and Her main research interests lie in the fields of Complex Networks, Question Answering Systems, and Big Data.

Teaching

She joined the Faculty of Computer Engineering at the University of Isfahan in 2013, as an assistant professor. since then, she taught computer engineering courses at Bachelor’s, Master’s, and Doctoral levels in Iran. her latest courses are Data Structures and Algorithms, Advanced Data Structures, Complex Dynamical Networks, Modeling and Evaluation of Computer Systems, and Advanced Topics in Data Structure and many other courses in the field of Computer Engineering.

Students:

Ph.D	M.Sc.	Advising
Mehdi Rezapour	Atefeh Taheri	Ali Abedzadeh
Mitra Isaee	Arman Narei	Narges Asadi
Arezo Saaedi	Mohamadali Shahrampour	Jamshid Mozafari
Fariba Khazaei	Amir Sartipi
Maryam Jameshorani	Zolfa Shefrei
Peyman Arebi	Farnoosh Talebi
Zahra Aghaei	Behzad Mazrouei
Voryaa Veisi	Farzad Mirdamadi
Mohammad Rahimi	Forough Pooladi
Ali Aji	Fatemeh Ebrahimi
	Negin Abadani
	Mojhdeh Jalali

Recent Papers

TITLE	YEAR
Evaluation of agent-based modeling and simulation tools based on ISO 25010	2022
Sign prediction in sparse social networks using clustering and collaborative filtering	2022
A survey on meta-heuristic algorithms for the influence maximization problem in the social networks	2021
An influence maximization algorithm based on community detection using topological features	2021
A Weighted TF-IDF-based Approach for Authorship Attribution	2021
A Formalism for Specifying Capability-based Task Allocation in MAS	2021
ParSQuAD: Persian question answering dataset based on machine translation of SQuAD 2.0	2021
ParSQuAD: machine translated squad dataset for Persian question answering	2021
An emotion-aware music recommender system: bridging the user’s interaction and music recommendation	2021
A Novel Approach for Developing Emergency Evacuation Plans	2020
Data availability improvement in peer‐to‐peer online social networks	2020
A method for answer selection using DistilBERT and important words	2020
An investigation of big graph partitioning methods for distribution of graphs in vertex-centric systems	2020
Implicit relation-based question answering to answer simple questions overDBpedia	2020
BAS: an answer selection method using BERT language model	2019
Evidential fine-grained event localization using Twitter	2019
PPR-partitioning: a distributed graph partitioning algorithm based on the personalized PageRank vectors in vertex-centric systems	2019
Improved Answer Selection For Factoid Questions	2019
Attention-based pairwise multi-perspective convolutional neural network for answer selection in question answering	2019
Improving sparsity and new user problems in collaborative filtering by clustering the personality factors	2018