Nataša Milić-Frayling

3.3k total citations · 1 hit paper
82 papers, 2.1k citations indexed

About

Nataša Milić-Frayling is a scholar working on Artificial Intelligence, Information Systems and Human-Computer Interaction. According to data from OpenAlex, Nataša Milić-Frayling has authored 82 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Artificial Intelligence, 32 papers in Information Systems and 15 papers in Human-Computer Interaction. Recurrent topics in Nataša Milić-Frayling's work include Topic Modeling (17 papers), Natural Language Processing Techniques (12 papers) and Usability and User Interface Design (11 papers). Nataša Milić-Frayling is often cited by papers focused on Topic Modeling (17 papers), Natural Language Processing Techniques (12 papers) and Usability and User Interface Design (11 papers). Nataša Milić-Frayling collaborates with scholars based in United Kingdom, United States and Slovenia. Nataša Milić-Frayling's co-authors include Gabriella Kazai, Jaap Kamps, Eduarda Mendes Rodrigues, Marko Grobelnik, Marc A. Smith, Janez Brank, Jukka Riekki, Mika Rautiainen, Ben Shneiderman and Aaron Quigley and has published in prestigious journals such as Proceedings of the VLDB Endowment, Lecture notes in computer science and International Journal of Human-Computer Interaction.

In The Last Decade

Nataša Milić-Frayling

80 papers receiving 2.0k citations

Hit Papers

align trajectories sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2012 459 citations Mika Rautiainen, Timo Korhonen et al. Lecture notes in computer science profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Nataša Milić-Frayling United Kingdom	20	812	618	426	359	245	82	2.1k
Geert‐Jan Houben Netherlands	27	1.0k 1.3×	1.0k 1.7×	572 1.3×	262 0.7×	460 1.9×	126	2.7k
Alessandro Bozzon Netherlands	23	861 1.1×	683 1.1×	496 1.2×	227 0.6×	217 0.9×	145	1.9k
Fu Lee Wang Hong Kong	32	1.4k 1.7×	762 1.2×	311 0.7×	654 1.8×	190 0.8×	243	3.4k
Jilin Chen United States	21	1.1k 1.3×	1.1k 1.8×	304 0.7×	373 1.0×	452 1.8×	64	2.6k
George D. Magoulas United Kingdom	28	1.1k 1.4×	452 0.7×	584 1.4×	366 1.0×	142 0.6×	145	2.8k
Tsvi Kuflik Israel	29	1.0k 1.3×	1.1k 1.8×	187 0.4×	876 2.4×	423 1.7×	209	3.0k
Changqin Huang China	32	1.0k 1.2×	758 1.2×	465 1.1×	501 1.4×	157 0.6×	143	3.2k
Myra Spiliopoulou Germany	27	1.2k 1.5×	1.2k 1.9×	108 0.3×	332 0.9×	223 0.9×	206	3.1k
Ruimin Shen China	24	698 0.9×	804 1.3×	282 0.7×	572 1.6×	286 1.2×	115	2.5k
Ben Shneiderman United States	23	1.2k 1.5×	1.0k 1.7×	298 0.7×	1.2k 3.2×	376 1.5×	63	3.9k

Countries citing papers authored by Nataša Milić-Frayling

Since Specialization

Citations

This map shows the geographic impact of Nataša Milić-Frayling's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Nataša Milić-Frayling with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nataša Milić-Frayling more than expected).

Fields of papers citing papers by Nataša Milić-Frayling

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nataša Milić-Frayling. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Nataša Milić-Frayling. The network helps show where Nataša Milić-Frayling may publish in the future.

Co-authorship network of co-authors of Nataša Milić-Frayling

This figure shows the co-authorship network connecting the top 25 collaborators of Nataša Milić-Frayling. A scholar is included among the top collaborators of Nataša Milić-Frayling based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Nataša Milić-Frayling. Nataša Milić-Frayling is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Zheng, Wen, Nataša Milić-Frayling, & Ke Zhou. (2020). Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue Generation. 3581–3591. 5 indexed citations

Raza, Mohammad, Sumit Gulwani, & Nataša Milić-Frayling. (2015). Compositional program synthesis from natural language and examples. International Conference on Artificial Intelligence. 792–800. 26 indexed citations

Rodrigues, Eduarda Mendes, et al.. (2013). Network analysis of third party tracking: user exposure to tracking cookies through search. ePrints Soton (University of Southampton). 1 indexed citations

Rautiainen, Mika, Timo Korhonen, Edward Mutafungwa, et al.. (2012). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture notes in computer science. 459 indexed citations breakdown →

Lievens, Bram, et al.. (2010). Managing social adoption and technology adaption in longitudinal studies of mobile media applications. 1–10. 3 indexed citations

Kazai, Gabriella & Nataša Milić-Frayling. (2009). On the Evaluation of the Quality of Relevance Assessments Collected through Crowdsourcing. 13 indexed citations

Vinay, Vishwa, et al.. (2009). Measuring system performance and topic discernment using generalized adaptive-weight mean. 2033–2036. 1 indexed citations

Kazai, Gabriella & Nataša Milić-Frayling. (2009). Effects of Social Approval Votes on Search Performance. 2. 1554–1559. 8 indexed citations

Kantor, Paul B., Gabriella Kazai, Nataša Milić-Frayling, & Ross Wilkinson. (2008). Proceedings of the 2008 ACM workshop on Research advances in large digital book repositories. 1 indexed citations

10.

Kazai, Gabriella & Nataša Milić-Frayling. (2008). Trust, authority and popularity in social information retrieval. 1503–1504. 12 indexed citations

11.

Brank, Janez, Dunja Mladenić, Marko Grobelnik, & Nataša Milić-Frayling. (2008). Feature Selection for the Classification of Large Document Collections. Zenodo (CERN European Organization for Nuclear Research). 4 indexed citations

12.

Leskovec, Jure, Nataša Milić-Frayling, & Marko Grobelnik. (2005). Impact of linguistic analysis on the semantic graph coverage and learning of document extracts. National Conference on Artificial Intelligence. 1069–1074. 27 indexed citations

13.

Vinay, Vishwa, Ken Wood, Nataša Milić-Frayling, & Ingemar J. Cox. (2005). Comparing relevance feedback algorithms for web search. 1052–1052. 15 indexed citations

14.

Leskovec, Jure, Marko Grobelnik, & Nataša Milić-Frayling. (2004). Learning Sub-Structures of Document Semantic Graphs for Document Summarization. Zenodo (CERN European Organization for Nuclear Research). 48 indexed citations

15.

Milić-Frayling, Nataša, et al.. (2004). Smartback. 63–71. 50 indexed citations

16.

Brank, Janez, Nataša Milić-Frayling, & Marko Grobelnik. (2003). Training text classifiers with SVM on very few positive examples. 71(2). 27–13. 26 indexed citations

17.

Brank, Janez, Marko Grobelnik, Nataša Milić-Frayling, & Dunja Mladenić. (2003). Sparsity analysis of term weighting schemes: Application to Feature Selection. 10. 1 indexed citations

18.

Zhai, ChengXiang, et al.. (1996). Experiments on chinese text indexing : CLARIT TREC-5 Chinese track report. Text REtrieval Conference. 335–339. 5 indexed citations

19.

Milić-Frayling, Nataša, et al.. (1996). CLARIT compound queries and constraint-controlled feedback in TREC-5 Ad-Hoc experiments. Text REtrieval Conference. 315–334. 2 indexed citations

20.

Zhai, ChengXiang, et al.. (1996). OCR correction and query expansion for retrieval on OCR data : CLARIT TREC-5 confusion track report. Text REtrieval Conference. 341–345. 11 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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