HomeRamiz M. Aliguliyev

**DSc. Ramiz Aliguliyev**

Institute of Information Technology, Azerbaijan National Academy of Sciences

**Position**: Head of Department

**Address**: 9 A, B. Vahabzade Street. Az1141 Baku, Azerbaijan

**Tel**. (Mobile): (+994 70) 361 95 97

(Office): (+994 12) 510 43 99

**Fax**: (+994 12) 539 61 21

**E-mail**: r.aliguliyev@gmail.com; a.ramiz@science.az

**1. ****Education:**

- MSc and BSc in Applied Mathematics, Baku State University, 1983
**Thesis title**: Boundary-value problem for hyperbolic-type equation - PhD in Mathematics (Differential Equations), Institute of Mathematics and Mechanics, Azerbaijan, 2002
**Thesis title**: Investigation of quality properties of solutions of the second order degenerated elliptic equations - DSc (higher degree after PhD) in Computer Science (System Analysis, Control and Information Processing), Institute of Information Technology, Azerbaijan. 2011.
**Thesis topic**: Methods and algorithms for text mining

**2. ****Research Interests:**

- Text Summarization
- Data Mining
- Big Data Analytics
- Web Mining
- Social Network Analysis
- Scientometrics
- Evolutionary and Swarm Optimization

**3****. ****Editorial Boards:**

- TWMS Journal of Pure and Applied Mathematics, Member of Editorial Board
- International Journal of Information Processing and Management, Member of Editorial Board
- Turkish Journal of Mathematics & Computer Science, Member of Editorial Board
- Selforganizology, Member of Editorial Board
- American Journal of Networks and Communications, Member of Editorial Board
- Automation, Control and Intelligent Systems, Member of Editorial Board
- International Journal of Intelligent Information Systems, Member of Editorial Board
- International Journal of Computer Science and Control Engineering, Member of Editorial Board
- American Journal of Computer Science and Engineering, Member of Editorial Board
- Problems of Information Technology, Member of Editorial Board
- Problems of Information Society, Member of Editorial Board

**4. ****Awards and Recognition**

- “Tereggi” Medal (“Progress” Medal) (with Order of the President of the Republic of Azerbaijan), 2014
- Diploma of Azerbaijan National Academy of Sciences, 2005
- He was elected a corresponding member of Azerbaijan National Academy of Sciences on " Information science" speciality in 2017.

**5. ****Paper Awards**

- Best Paper Award on ICT (Competition was held by Science Development Fund under the President of the Republic of Azerbaijan joint with Ministry of Communications and Information Technologies within the 2013 "Year of ICT"), 2013.

**6. ****Thesis Supervision**

- Supervised 1 PhD student

**7. Selected Publications:**

- A. Abdi, N. Idris, R. Alguliyev, and
**R. Aliguliyev**, “Query-based multi-documents summarization using linguistic knowledge and content word expansion”,**Soft Computing**, pp.1-17, 2017 (**Impact Factor: 1.630**) (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, N. Isazade, A. Abdi, and N. Idris, “A model for text summarization”**International Journal of Intelligent Information Technologies**, 2017, vol.13, no.1, pp.67-85. (**Web of Science**) - Abdi, N. Idris, R. Alguliyev, and
**R. Aliguliyev**, “An automated summarization assessment algorithm for identifying summarizing strategies”,**PLoS ONE 11(1):**e0145809**,**11(1), pp.1-34, 2016. (**Impact Factor: 4.411**) (**Web of Science**) - А Абдильманова,
**Р. Алыгулиев**, Р. Мухамедиев, “Дифференциальные метрики оценки библиометрических показателей доменов ИКТ”,**Cloud of Science**, vol.3, no.3, pp.366-378, 2016.(**РИНЦ**) - R.M. Alguliyev,
**R.M. Aliguliyev**, and R.S. Mahmudova, “A fuzzy TOPSIS+Worst-case model for personnel evaluation using information culture criteria”,**International Journal of Operations Research and Information Systems**, vol.7, no.4, pp.38-66, 2016. (**ACM, DBLP**) - R. Alguliyev, R. Aliguliyev, R. Karimov, and A. Bagirov, “Batch clustering algorithm for big data sets”, Proceedings of the
**2016 IEEE 10th International Conference on Application of Information and Communication Technologies**, Baku, 12-14 October 2016, pp.79-82. (**Web of Science**) - R. Alguliyev, R. Aliguliyev, and N. Ismayilova, “Impact factor penalized by self-citations”, Proceedings of the
**2016 IEEE 10th International Conference on Application of Information and Communication Technologies**, Baku, 12-14 October 2016, pp.723-726. (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, and N. Isazade, “A sentence selection model and HLO algorithm for extractive text summarization”,Proceedings of the**2016 IEEE 10th International Conference on Application of Information and Communication Technologies**, Baku, 12-14 October 2016, pp.206-209. (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, and M. Hajirahimova, “Big data integration architectural concepts for oil and gas industry”,Proceedings of the**2016 IEEE 10th International Conference on Application of Information and Communication Technologies**, Baku, 12-14 October 2016, pp.20-24. (**Web of Science**) **R. Aliguliyev**, and G. Niftaliyeva,“Hotspot information of public opinion in e-government”, Proceedings of the**2016 IEEE 10th International Conference on Application of Information and Communication Technologies**, Baku, 12-14 October 2016, pp.645-646. (**Web of Science**)- R. Alguliyev,
**R. Aliguliyev**, and I. Alakbarova, “Extraction of hidden social networks from wiki-environment involved in information conflict”,**International Journal of Intelligent Systems and Applications**, vol.8, no.2, pp.20-27,**Scopus**) - R. Alguliyev,
**R. Aliguliyev**, and N. Isazade, “An unsupervised approach to generating generic summaries of documents”,**Applied Soft Computing**, vol.34, pp. 236-250, 2015. (**Impact Factor: 2.857**) (**Web of Science**) - A. Abdi, N. Idris, R. Alguliyev, and
**R. Aliguliyev**, “Automatic summarization assessment through a combination of semantic and syntactic information for intelligent educational systems”,**Information Processing & Management,**vol.51, no.4, pp.340-358, 2015. (**Impact Factor: 1.397**) (**Web of Science**) - A. Abdi, N. Idris, R. Alguliyev, and
**R. Aliguliyev**, “PDLK: Plagiarism detection using linguistic knowledge”,**Expert Systems with Applications**, vol.42, no.22, pp.8936-8946,2015. (**Impact Factor: 2.981**) (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev,**and R. Mahmudova, “Multicriteria personnel selection by the modified fuzzy VIKOR method”,**The Scientific World Journal**, Article ID 612767, 16 pages,2015. (**Impact Factor: 1.219**) (**Web of Science**) **R. Aliguliyev,**G. Niftaliyeva,**“**Detecting terrorism-related articles on the e-government using text-mining techniques”,**Problems of Information Technology**, no.2, pp.36-46, 2015.- R. Alguliyev,
**R. Aliguliyev**, and I. Alekperova, “Cluster approach to the efficient use of multimedia resources in information warfare in wikimedia”,**Automatic Control and Computer Sciences**, vol.48, no.2, pp.97–108,2014. (**SJR: 0.213**) (**Scopus**) - R. Alguliyev,
**R. Aliguliyev**, T. Fataliyev, R. Hasanova, “Weighted consensus index for assessment of the scientific performance of researchers”,**COLLNET Journal of Scientometrics and Information Management**,vol.8, no.2, pp.371-400,2014. - R. Alguliyev,
**R. Aliguliyev**, and N. Isazade, “Multiple documents summarization based on evolutionary optimization algorithm”,**Expert Systems with Applications**, vol.40, no.5, pp.1675-1689, 2013. (**Impact Factor: 1.965**) (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, and C. Mehdiyev, “An optimization approach to automatic generic document summarization”,**Computational Intelligence**, vol.29, no.1, pp.129-155, 2013. (**Impact Factor: 0.870**) (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, and N. Isazade, “MR&MR-Sum: maximum relevance and minimum redundancy document summarization model”,**International Journal of Information Technology and Decision Making**, vol. 12, no.3, pp.361-393, 2013. (**Impact Factor: 1.890**) (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, and N. Isazade, “CDDS: constraint-driven document summarization models”,**Expert Systems with Applications**, vol.40, no.2, pp.458-465, 2013. (**Impact Factor: 1.965**) (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, and F. Ganjaliyev, “Partition clustering-based method for detecting community structures in weighted social networks”,**International Journal of Information Processing and Management**, vol.4, no.2, pp.60-72, 2013. (**SJR: 0.127**) (**Scopus**) - R. Alguliyev,
**R. Aliguliyev**, and N. Isazade, “DESAMC+DocSum: differential evolution with self-adaptive mutation and crossover parameters for multi-document summarization”,**Knowledge-Based Systems**, vol.36, pp.21-38, 2012. (**Impact Factor:****4.104**) (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, and M.S. Hajirahimova, “GenDocSum+MCLR: generic document summarization based on maximum coverage and less redundancy”,**Expert Systems with Applications**, vol.39, no.16, pp.12460-12473, 2012. (**Impact Factor:****1.854**) (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, and F. Ganjaliyev, “Building a social network of research institutes from information available on the web”,**International****Journal****of Networking and Virtual Organisations**, vol.11, no.1, pp.62-76, 2012. (**SJR: 0.232**) (**Scopus**) - R. Alguliyev,
**R. Aliguliyev**, and F. Ganjaliyev, “Investigation the role of similarity measure and ranking algorithm in mining social network”,**Journal of Information Science**, vol.37, no.3, pp.229-234, 2011. (**Impact Factor:****1.299**) (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, M. Hajirahimova, and C. Mehdiyev, “MCMR: maximum coverage and minimum redundant text summarization model”,**Expert Systems with Applications**, vol.38, no.12, pp.14514-14522, 2011. (**Impact Factor:****2.203**) (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, and C. Mehdiyev, “Sentence selection for generic document summarization using an adaptive differential evolution algorithm”,**Swarm and Evolutionary Computation**, vol.1, no.4, pp.213-222, 2011. (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, and S. Nazirova, “Classification of textual e-mail spam using data mining techniques”,**Applied Computational Intelligence and Soft Computing**, vol. 2011, Article 416308, 8 pages,2011. (**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, and F. Ganjaliyev, “Extracting a heterogeneous social network of academic researchers on the web based on information retrieved from multiple sources”,**American Journal of Operations Research**, vol.1, No. 2, pp.33-38, 2011. - R. Alguliyev,
**R. Aliguliyev**, and C. Mehdiyev, “pSum-SaDE: a modified p-median problem and self-adaptive differential evolution algorithm for text summarization”,**Applied Computational Intelligence and Soft Computing**, vol.2011, Article 351498, 13 pages,2011.(**Web of Science**) - R. Alguliyev,
**R. Aliguliyev**, and C. Mehdiyev, “An optimization model and DPSO-EDA for document summarization”,**International Journal of Information Technology and Computer Science**, vol.3, no.5, pp.59-68,2011. **R. Aliguliyev**, “Clustering techniques and discrete particle swarm optimization algorithm for multi-document summarization”,**Computational Intelligence**, vol.26, no.4, pp.420–448, 2010. (**Impact Factor:****5.378**) (**Web of Science**)**R. Aliguliyev**, “Performance evaluation of density-based clustering methods”,**Information Sciences**, vol.179, no.20, pp.3583–3602, 2009. (**Impact Factor:****3.291**) (**Web of Science**)**R. Aliguliyev**, “A new sentence similarity measure and sentence based extractive technique for automatic text summarization”,**Expert Systems with Applications**, vol.36, no.4, pp.7764–7772, 2009. (**Impact Factor:****2.908**) (**Web of Science**)**R.****Aliguliyev**, “Clustering of document collection ‒ a weighting approach”,**Expert Systems with Applications**, vol.36, no.4, pp.7904–7916, 2009. (**Impact Factor:****2.203**) (**Web of Science**)- R. Alguliyev and
**R. Aliguliyev**, “Automatic text documents summarization through sentences clustering”,**Journal of Automation and Information Sciences**, vol.40, no.9, pp.53-63, 2008. (**Impact Factor:****0.04**) (**Web of Science**) - R. Alguliyev and
**R. Aliguliyev**, Experimental investigating the F-measure as similarity measure for automatic text summarization,**Applied and Computational Mathematics**, vol.6, no.2, pp.278-287, 2007. (**Impact Factor:****0.452**) (**Web of Science**)