SELECTED PUBLICATIONS AND TALK

* The Year 2016-2022: All the scientific works are funded independently/personally by the first author (Dr. Diyah Puspitaningrum), except for the 2018 publication. There are no updates or changes in the authors' list order. Changing the order is strictly forbidden. The list of authors indicates the degree of contributions, starting from the first author.
** The Year 2014-2018: Responsibilities as the head of the Web Mining and Information Retrieval (WMIR) research group: ideas/concepts, technical assistance, publication/presentation.
*** The Year 2019-2022: Independent (work solely, pure individual, not in a team (not taking advantage of anyone)). Role: Full responsibility for the scientific processes (technical and conceptual development). No teamwork at the moment. Everything is individual, by myself.
**** I, the primary researcher (Dr. Diyah Puspitaningrum), strictly uphold morality and honesty in all my scientific research, especially the intellectual copyright.

Recent Publications (2019-2022)

Diyah Puspitaningrum. 2022. A Survey of Recent Abstract Summarization Techniques. In: Yang, X.-S., Sherratt, S., Dey, N., Joshi, A. (Eds.) Lecture Notes in Network and Systems: Proceedings of Sixth International Congress on Information and Communication Technology, ICICT 2021, London, Volume 4. Springer, Singapore. ©Springer, 2022. [Abstract][Slides][Full paper (PDF)][PDF_1][PDF_2]
Presenter: Dr. Diyah Puspitaningrum

Diyah Puspitaningrum. 2021. A Study of English-Indonesian Neural Machine Translation With Attention (Seq2Seq, ConvSeq2Seq, RNN, and MHA): A Comparative Study of NMT on English-Indonesian. In 6th International Conference on Sustainable Information Engineering and Technology 2021 (SIET'21), September 13-14, 2021, Malang, Indonesia. ACM, New York, NY, USA, 11 Pages. https://doi.org/10.1145/3479645.3479703. ©ACM, 2021.[Abstract][PDF] Open Access.
Presenter: Dr. Diyah Puspitaningrum

Diyah Puspitaningrum. 2019. Improving Performance of Relation Extraction Algorithm via Leveled Adversarial PCNN and Database Expansion. IEEE Xplore, pp. 1-6. IEEE Xplore. [Abstract][Presentation][Full paper (PDF)][PDF_1][PDF_2]
Presenter: Dr. Diyah Puspitaningrum

Diyah Puspitaningrum. 2019. Social Influences in Recommendation Systems. IEEE Xplore, pp. 1-6. IEEE Xplore. [Abstract][Presentation][Full paper (PDF)][PDF_1]
Presenter: Dr. Diyah Puspitaningrum

Diyah Puspitaningrum, et al. 2019. Finding Local Experts for Dynamic Recommendations Using Lazy Random Walk. IEEE Xplore, pp. 1-6. IEEE Xplore [Abstract][Presentation][Full paper (PDF)][PDF_1]
Presenter: Dr. Diyah Puspitaningrum

Diyah Puspitaningrum, I.S.W.B. Prasetya, P.A. Wicaksono. 2018. Highly Relevant Routing Recommendation Systems for Handling Few Data Using MDL Principle and Embedded Relevance Boosting Factors. In The First International Workshop on Learning from Limited or Noisy Data (ACM SIGIR 2018 / LND4IR'18 Workshop). Ann Arbor, Michigan, United States, 12 July 2018. [PDF_1][PDF_2]
Presenter: Dr. Diyah Puspitaningrum

Diyah Puspitaningrum, J. Fernando, E. Afriando, F.P. Utama. 2017. Dynamic Recommendations For Finding Local Expert Using Lazy Random Walk With Application to Shopping Places Recommender Systems. In Intelligent Data Analysis (IDA 2017). London, UK, 26-28 October 2017. [Abstract][Slides]
Presenter: Dr. Diyah Puspitaningrum

Diyah Puspitaningrum, G. Yulianti, I.S.W.B. Prasetya. 2017. Wiki-MetaSemantik: A Wikipedia-derived Query Expansion Approach based on Network Properties. ©IEEE, 2017. [Full paper (PDF)][PDF_1][PDF_2]
Presenter: Dr. Diyah Puspitaningrum

Diyah Puspitaningrum, et al. 2015. An MDL-Based Frequent Itemset Hierarchical Clustering Technique to Improve Query Search Results of an Individual Search Engine. In: Zuccon G., Geva S., Joho H., Scholer F., Sun A., Zhang P. (eds) Information Retrieval Technology. Lecture Notes in Computer Science, vol 9460, Proceedings of the Asia Information Retrieval Societies (AIRS 2015), pp 279-291. Springer, Cham. ©Springer, 2015. [PDF]
Presenter: Dr. Diyah Puspitaningrum

Diyah Puspitaningrum et al. 2015. The Analysis of Rank Fusion Techniques to Improve Query Relevance. SCOPUS indexed. Best paper. ©IAES, 2015. [PDF]
Presenter: Dr. Diyah Puspitaningrum

Matthijs van Leeuwen, Diyah Puspitaningrum. 2012. Improving Tag Recommendation Using Few Associations. In Proceedings of Intelligent Data Analysis Symposium (IDA 2012), pp 184-194, Lecture Notes in Computer Science (LNCS) 7619. Springer: Berlin Heidelberg. ©Springer, 2012. [PDF]

A. Siebes, Diyah Puspitaningrum. 2009. Mining Databases to Mine Queries Faster. In: Buntine W., Grobelnik M., Mladenic D., Shawe-Taylor J. (eds) Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2009. Lecture Notes in Computer Science, vol 5782. Springer, Berlin, Heidelberg. ©Springer, 2009. [PDF]

A. Siebes, Diyah Puspitaningrum. 2010. Patterns on Queries. In: Dzeroski S., Goethals B., Panov P. (eds) Inductive Databases and Constraint-Based Data Mining, pp 311-334. Springer, New York. ©Springer, 2010. [PDF]

Diyah Puspitaningrum. 2012. Patterns, Models, and Queries. Dissertation. Utrecht University, Netherlands. [PDF]

Diyah Puspitaningrum. 2002. Character Deformation Recognition using Artificial Neural Networks. M.Sc. Thesis.