2023:
- P.Borkowski, M.A.Kłopotek, B.Starosta, S.Wierzchoń, M.Sydow "Eigenvalue based spectral classification" PLOS-ONE, (to appear)
- K.Baraniak, M.Sydow "On Multitask Hierarchical BERT Base Neural Network for Multi-label Persuasion Techniques Detection" SemEval23, (to appear in 2023)
2021:
- K.Baraniak, M.Sydow "A dataset for Sentiment analysis of Entities in News headlines (SEN)" Procedia Computer Science (Proc. of the 25th Int. Conf. on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2021)), vol. 192, pp. 3627-3636, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2021.09.136 Request SEN dataset (Sentiment concerning Entities in News headlines), 2021 [bibtex]
- M. Adamczyk, H.Nguyen, M.Sydow "Combining Feature Selection with Neural Networks for Polish Sign Alphabet Recognition" 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT'20), pp. 600-605, doi: 10.1109/WIIAT50758.2020.00090 , IEEE 2021 [bibtex]
- W.Stankiewicz, K.Baraniak, M.Sydow "Bias detection in Wikipedia articles. A study on Polish and English Datasets" Accepted for the WI-IAT 2021 conference, in preparation. (the WNC-pl dataset will be available under link here when the paper is published)
2020:
- Czerski D., Łoziński P., Kłopotek M., Starosta B., Sydow M. "FlexTrustRank: A New Approach to Link Spam Combating." In: Rutkowski L., Scherer R., Korytkowski M., Pedrycz W., Tadeusiewicz R., Zurada J.M. (eds) Artificial Intelligence and Soft Computing. ICAISC 2020. Lecture Notes in Computer Science, vol 12416, doi.org/10.1007/978-3-030-61534-5_12, Springer 2020 [bibtex]
2018:
- K.Baraniak, M.Sydow "News articles similarity for automatic media bias detection in Polish news portals", Proc. of FedCSiS 2018, Annals of Computer Science and Information Systems, Volume 15, pp.21-24, ISSN 2300-5963, doi.org/10.15439/978-83-949419-5-6, IEEE, 2018 [bibtex]
- K. Baraniak, M. Sydow "Towards Entity Timeline Analysis in Polish Political News" Intelligent Methods and Big Data in Industrial Applications. Studies in Big Data (proceedings of ISMIS 2017), pp. 323-332, vol 40. doi.org/10.1007/978-3-319-77604-0_23, ISBN 978-3-319-77603-3, Springer [bibtex]
2017:
- S. Metzger, R. Schenkel, M. Sydow "QBEES: query-by-example entity search in semantic knowledge graphs based on maximal aspects, diversity-awareness and relaxation" Journal of Intelligent Information Systems, Volume 49, Issue 3, pp. 333--366, doi:10.1007/s10844-017-0443-x, Open Access, issn=1573-7675, Springer, 2017 [pdf][bibtex]
- M. Sydow, K. Baraniak, P. Teisseyre "Diversity of editors and teams versus quality of cooperative work: experiments on wikipedia" Journal of Intelligent Information Systems, Volume 48, Issue 3, pp. 601--632, doi:10.1007/s10844-016-0428-1, Open Access, issn=1573-7675, Springer, 2017 [pdf][bibtex]
2016:
- M. Sydow, G. Sobczak, R. Schenkel, K. Mioduszewski "iQbees: Interactive Query-by-example Entity Search in Semantic Knowledge Graphs" (Proc. of the FedCSiS AAIA 2016 Conference), Annals of Computer Science and Information Systems, volume 8, doi:10.15439/978-83-60810-90-3, issn: 2300-5963, isbn: 978-83-60810-90-3, 2016 [bibtex]
- M. Kłopotek, S. Wierzchoń, P. Borkowski, M. Sydow "Applications of Discrete Dirichlet Problem to Semi-supervised community Detection by Label Propagation" Proc. of ENIC 2016 Conference, pp. 224-231, doi:10.1109/ENIC.2016.040, 2016 [bibtex]
- K. Baraniak, M. Sydow, J. Szejda, D. Czerniawska "Studying the Role of Diversity in Open Collaboration Network: Experiments on Wikipedia" Advances of Network Science (Proc. of the NetSci-X 2016 Conference), chapter 8, DOI:10.1007/978-3-319-28361-6_8, Vol. 9564 LNAI/Springer, 2016 [bibtex][s]
2015:
- M. Sydow, C. Muntean, F. Nardini, S. Matwin, F. Silvestri "MUSETS: Diversity-aware Web Query Suggestions for Shortening User Sessions" Proc. of ISMIS 2015 (22nd Int. Symp. on Meth. for Intell. Sys.), Found. of Intel. Sys., 10.1007/978-3-319-25252-0_26, Vol. 9384, pp. 237-247 ISBN: 978-3-319-25251-3 ISSN: 0302-9743 LNAI/Springer, 2015 [bibtex][s]
- G. Sobczak, M. Chochół, R. Schenkel, M. Sydow "iQbees: Towards Interactive Semantic Entity Search Based on Maximal Aspects" Proc. of ISMIS 2015 (22nd Int. Symp. on Meth. for Intell. Sys.), Found. of Intel. Sys., 10.1007/978-3-319-25252-0_28, Vol. 9384, pp. 259-264 ISBN: 978-3-319-25251-3 ISSN: 0302-9743 LNAI/Springer, 2015 [bibtex][s]
- A. Strzeżek, L. Trammer, M. Sydow "DiverGene: Experiments on Controlling Population Diversity in Genetic Algorithm with a Dispersion Operator" Proc. of the Federated Conference on Computer Science and Information Systems (FedCSIS 2015), pp. 155-162, Annals of Comp. Sci. and Inf. Systems, Vol.5, doi:10.15439, ISBN: 978-83-60810-66-8, ISSN: 2300-5963 IEEE, 2015 [bibtex]
2014:
- M.Sydow "Approximation Guarantees for Max Sum and Max Min Facility Dispersion with Parameterised Triangle Inequality and Applications in Result Diversification" (extended journal version) Mathematica Applicanda Vol. 42, no. 2, pp. 241-257, DOI: 10.14708/ma.v42i0.547, Print ISSN: 1730-2668; On-line ISSN: 2299-4009, Polish Mathematical Society, 2014 [pdf][bibtex]
- S.Metzger, R.Schenkel, M.Sydow "Aspect-based Similar Entity Search in Semantic Knowledge Graphs with Diversity-awareness and Relaxation" Proceedings of the IEEE/WIC/ACM WI-IAT 2014 (International Joint Conference on Web Intelligence and Intelligent Agent Technology), pp. 60-69, ISBN 978-1-4799-4143-8, DOI 10.1109/WI-IAT.2014.17, IEEE, 2014 [bibtex]
- M.Sydow "Improved Approximation Guarantee for Max Sum
Diversification with Parameterised Triangle Inequality" Proc. of ISMIS'14 Conference, LNAI vol. 8502, pp.554-559, ISBN 978-3-319-08325-4, LNAI/Springer, 2014 [bibtex]
- L.Bukowski, M.Jankowski-Lorek, S.Jaroszewicz, M.Sydow "What Makes a Good Team of Wikipedia Editors? A Preliminary Statistical Analysis" Proc. of the "Quality, Motivation and Coordination of Open Collaboration" Workshop at the 5th SocInfo'13 Conference, LNCS Vol. 8359, ISBN 978-3-642-55284-7, pp. 14--28, LNCS/Springer, 2014 [bibtex]
- B.Liu, E. de Souza, S.Matwin, M.Sydow "Knowledge-based Clustering of Ship Trajectories Using Density-based Approach" Proceedings of the IEEE BigData 2014 Conference, to appear in 2014
- M.Sydow "Towards Integrity in Diversity-aware Small Set Selection and Visualisation Tasks" Proceedings of the KDIR 2014 Conference, pp. 480-484, DOI: 10.5220/0005159904800484, ISBN 978-989-758-048-2, SCITEPRESS 2014 [pdf][bibtex]
- J.Szejda, M.Sydow, D.Czerniawska "Does A “Renaissance Man” Create Good Wikipedia Articles?" Proceedings of the KDIR 2014 Conference, pp. 425-430, DOI: 10.5220/0005155804250430, ISBN 978-989-758-048-2, SCITEPRESS 2014 [pdf][bibtex]
- J.Szejda, D.Czerniawska, K.Baraniak, M.Sydow "Towards Understanding the Impact of Diversity vs Productivity of Editors and Editor Teams on the Quality of Wikipedia Articles" accepted for Social Informatics 2014, to appear in 2014
2013:
- S.Metzger, R.Schenkel, M.Sydow "QBEES: Query by Entity Examples" Proc. of 22nd ACM Conference of Information and Knowledge Management CIKM 2013, pp. 1829-1832, ISBN 978-1-4503-2263-8, ACM 2013 [bibtex]
- M.Sydow, M.Pikuła, R.Schenkel "The Notion of Diversity in Graphical Entity Summarisation on Semantic Knowledge Graphs" Journal of Intelligent Information Systems, Volume 41, Issue 2, pages 109-149, ISSN 0925-9902, http://dx.doi.org/10.1007/s10844-013-0239-6, Springer US (Open Access), 2013 [pdf][bibtex]
- C.I.Muntean, F.M.Nardini, F.Silvestri, M.Sydow "Learning to Shorten Query Sessions" Proc. of the 22nd International WWW Conference WWW 2013, ISBN 978-1-4503-2038-2, pp. 131-132, 2013 [pdf][bibtex]
- W.Kosiński, T.Kuśmierczyk, P.Rembelski, M.Sydow "Application of Ant-Colony Optimisation to Compute Diversified Entity Summarisation on Semantic Knowledge Graphs", Proc. of International IEEE AAIA 2013/FedCSIS Conference, Annals of Computer Science and Information Systems, Volume 1, pp. 69-76, ISSN 2300-5963, ISBN 978-1-4673-4471-5 (Web), 2013 [bibtex]
- M.Łukasik, M.Sydow "Threshold ML-KNN: Statistical Evaluation on Multiple Benchmarks" Proc. of 20th International IIS Conference (LPIIS 2013), LNCS vol. 7912, pp. 198--205, ISBN 978-3-642-38633-6, LNCS/Springer 2013 [bibtex]
- T.Kuśmierczyk, M.Sydow "Towards a Keyword-Focused Web Crawler" Proc. of 20th International IIS Conference (LPIIS 2013), LNCS vol. 7912, pp. 187--197, ISBN 978-3-642-38633-6, LNCS/Springer 2013 [bibtex]
- Marcin Mirończuk, Dariusz Czerski, Marcin Sydow, Mieczysław Kłopotek"Language-Independent Information Extraction Based on Formal Concept Analysis", Proceedings of The Second IEEE International Conference on Informatics & Applications (ICIA2013), ISBN 978-1-4673-5255-0, pp. 323-329, IEEE 2013 [bibtex]
- M.A.Kłopotek, S.T.Wierzchoń, K.Ciesielski, M.Dramiński, D.Czerski, M.Sydow, S.Chojnacki, R.Kłopotek "Knowledge Extraction from Dynamic Social Networks" (in Polish: "Wydobywanie wiedzy z dynamicznych sieci społecznych"), Systemy Wspomagania Decyzji, Monografia Jubileuszowa ded. Prof. dr hab. inż. A.Wakulicz-Deji, pp. 193--206, Uniw. Śląski, 2013
2012:
- G.Sobczak, M.Pikuła, M.Sydow "AGNES: a Novel Algorithm for Visualising Diversified Graphical Entity Summarisations on Knowledge Graphs" Foundations of Intelligent Systems, Proc. of 20th International Symposium, ISMIS 2012, Macau, China, December 4-7, 2012, LNCS Vol.7661, pp. 182--191, ISBN 978-3-642-34623-1 LNCS/Springer, 2012 [bibtex]
- A.Wróblewska, M.Sydow "DEBORA: dependency-based Method for Extracting Entity-relationship Triples from Open-domain Texts in Polish" Foundations of Intelligent Systems, Proc. of 20th International Symposium, ISMIS 2012, Macau, China, December 4-7, 2012, LNCS Vol.7661, pp. 155-161, ISBN 978-3-642-34623-1 LNCS/Springer, 2012 [bibtex]
- M.Sydow, K.Ciesielski, J.Wajda "Introducing Diversity to Log-based Query Suggestions to Deal with Underspecified User Queries", Proc. of Joint International SIIS 2011 Conference, Revised Selected Papers, Vol. 7053, pp. 251-264, ISBN 978-3-642-25260-0 LNCS/Springer, 2012 [bibtex]
- A.Wróblewska, M.Sydow "Dependency-based Extraction of Entity-relationship Triples from Polish Open-domain Texts" (extended version) Proc. of Artificial Intelligence Studies, vol.7(30), pp. 61--70, ISBN 978-83-7051-687-1, Publ. House of Univ. of Natural Sciences and Humanities, Siedlce, Poland, 2012 [pdf][bibtex]
2011:
- M.Sydow, M.Pikuła, R.Schenkel "To Diversify or not to Diversify Entity Summaries on RDF Knowledge Graphs?" 19th ISMIS 2011 Conference, Vol. 6804, pp. 490--500, ISBN 978-3-642-21915-3 LNAI/Springer, 2011 [bibtex]
- M.Sydow, M.Pikuła, R.Schenkel "Entity Summarisation with Limited Edge Budget on Undirected and Directed Knowledge Graphs (extended journal version)" Investigationes Linguisticae, Vol. 21, pp. 76-89, ISSN 1426-188X, 2011 [pdf][bibtex]
- M.Sydow "Towards the Foundations of Diversity-Aware Node Summarisation on Knowledge Graphs" "Diversity in Document Retrieval" Workshop on ECIR 2011 Conference, 2011
[bibtex]
- K. Ciesielski, D. Czerski, M. Dramiński, M. Kłopotek, S. Wierzchoń, M. Sydow,
P. Borkowski, J. Wajda, S. Chojnicki, K. Trojanowski "Semantic Resources for Enhancing Search Engines" Polish Academy of Science Annual Report, 2011
2010:
- M.Sydow, M.Pikuła, R.Schenkel "DIVERSUM: Towards Diversified Summarisation of Entities in Knowledge Graphs" Data Engineering Workshops (ICDEW), 2010 IEEE 26th ICDE Conference, pp. 221-226, ISBN 978-1-4244-6522-4, IEEE, 2010 [bibtex]
- M.Sydow, M.Pikuła, R.Schenkel, A.Siemion "Entity Summarisation with Limited Edge Budget on Knowledge Graphs" IMCSIT/CLA 2010 Conference, pp. 513-516, ISBN 978-83-60810-22-4, IEEE, 2010 [bibtex]
- P.Borzymek, M.Sydow "Trust and Distrust Prediction in Social Network with Combined Graphical and Review-based Attributes" (Proc. of KES-AMSTA 2010 conference), LNCS/Springer, Vol. 6070, pp. 122-131, ISBN 978-3-642-13479-1, 2010 [bibtex]
2009:
- S.Elbassuoni, M.Ramanath, R.Schenkel, M.Sydow, G.Weikum "Language-model-based Ranking for Queries on RDF-Graphs"
Proc. of CIKM 2009 (The 18th ACM Conf. on Inf. and Knowl. Manag.), pp. 977-986, ISBN 978-1-60558-512-3, ACM, 2009 [bibtex]
- M.Sydow, F.Bonchi, C.Castillo, D.Donato "Optimising Topical Query Decomposition" [bibtex]
Proc. of WSCD09 (Workshop on Web Search and Click Data col. with WSDM2009) pp. 43-47, ISBN 978-1-60558-434-8, ACM, 2009
- J.Piskorski, K.Wieloch, M.Sydow "On Knowledge-poor Methods for Person Name Matching and Lemmatisation for Highly Inflectional Languages" Information Retrieval, Vol. 12, No. 3, pp. 275-299, ISSN 1386-4564, Kluwer Acad. Publ., 2009 [bibtex]
- P.Borzymek, M.Sydow, A.Wierzbicki "Enriching Trust Prediction Model in Social Network with User Rating Similarity"
Proc. of "Computational Aspects of Social Networks" (CASoN 2009) pp. 40-47, ISBN 978-0-7695-3740-5, IEEE, 2009 [bibtex]
- J.Piskorski, M.Sydow, K.Wieloch "Comparison of String Distance Metrics for Lemmatisation of Named Entities in Polish"
"Human Language Technology. Challenges of the Information Society", Z.Vetulani and H.Uszkoreit (Eds.) [bibtex] LNAI, Vol. 5603 pp. 413-427, ISBN 978-3-642-04234-8, LNAI/Springer, 2009
2008:
- M.Sydow, J.Piskorski, D.Weiss, C.Castillo "Fighting Web Spam" [bibtex]
book chapter in: D.Perrotta et al. (editors): "Mining Massive Data Sets for Security". NATO Science for Peace nad Security Series, D: Information and Communication Security, vol. 19, pp. 134-153, ISBN 978-1-58603-898-4, IOS Press, 2008
- K.Dembczyński, W.Kotłowski, M.Sydow "Effective Prediction of Web User Behaviour with User-Level Models" [bibtex]
Fundamenta Informaticae Vol. 89, No. 2-3, pp. 189-206, IOS Press, 2008
- J.Jaworska, M.Sydow "Behavioural Targeting in On-line Advertising: An Empirical Study" [bibtex]
LNCS/Springer, Vol. 5175, pp. 62-76, ISBN 978-3-540-85480-7 (Proc. of WISE 2008, Auckland, New Zealand, September 1-3, 2008)
- J.Piskorski, M.Sydow, D.Weiss "Exploring Linguistic Features for Web Spam Detection: A Preliminary Study" [bibtex]
ACM International Conference Proceeding Series, Proc. of AirWeb'08 (4th Workshop on Adversarial Information Retrieval on the Web), pp. 25-28, ISBN:978-1-60558-159-0, ACM 17th International WWW Conference, April 21-25, 2008, Beijing, China
- M.Sydow "Towards Using Contextual Information to Learn Trust Metric in Social Networks: A Proposal"
Proceedings of Context and Trust (CAT08), 2nd Workshop on Combining Context and Trust, Security and Privacy, G. Lenzini et al. (eds.), CEUR Workshop Proceedings, ISSN 1613-0073, vol. 371, pp. 11-16, 2008, IFIPTM 2008 Conference, Trondheim, Norway, 16.06.2008
-
J.Piskorski, K.Wieloch, M.Pikuła, M.Sydow "Towards Person Name Matching for Inflective Languages"
Proc. of the NLPIX'08 Workshop, ACM 17th World Wide Web Conference, April 21-25, 2008, Beijing, China
2007:
- K.Dembczyński, W.Kotłowski, M.Sydow "Effective Prediction of Web User Behaviour with User-Level Models"
Proc. of the ECML/PKDD 2007 Discovery Challenge, pp. 9-20, Warsaw University, 2007
-
J.Piskorski, M.Sydow "String Distance Metrics for Reference Matching and Search Query Correction" [bibtex]
LNCS/Springer, Vol. 4439, pp. 353-365, ISBN 978-3-540-72034-8, Proc. of BIS'07 (the 10th Business Information Systems Conference), Poznań, Poland, 2007
- C.Castillo, B.Starosta, M.Sydow "Crawl.pl: Measuring Statistical and Structural Properties of the Polish Web"
Studia Informatica, 1(8), pp. 43-73, PL ISSN : 1731-2264, Academy of Podlasie Press, 2007
-
J.Piskorski, M.Sydow "Usability of String Distance Metrics for Name Matching Tasks in Polish" [bibtex]
Proc. of LTC'07 (the 3rd Language and Technology Conference, Poznań 5-7 October, 2007) in: "Human Language Technologies as a Challenge for Computer Science and Linguistics", ISBN 978-837177-407-2, pp. 403-407, Wydawnictwo Poznańskie Sp. z o.o., 2007
- J.Piskorski, M.Sydow, A.Kupść "Lemmatization of Polish Person Names"
Proc. of BSNLP'07 (Balto-Slavonic Natural Language Processing Workshop) at the ACL 2007 Conference, Praga, Czechy, 2007
2006:
- A.Dańko, T.L.Le, G.Mirkowska, P.Rembelski, A.Smyk, M.Sydow "Algorithms and Data Structures - Exercises"
book (in Polish), ISBN 83-89244-55-1, PJIIT Press, 2006.
- J.Piskorski, M.Sydow "Fine-tuning N-gram-based Text Classifier for Highly Inflective Languages"
Proc. of ICAISC'06, in: A.Cader, L.Rutkowski, R.Tadeusiewicz, J.Żurada (editors) "Challenging Problems of Computer Science, Artificial Intelligence and Soft Computing" pp. 494-499 ISBN 83-60434-09-3, Academic Publishing House EXIT, Polish Neural Society, IEEE Computational Intelligence Society - Poland Chapter, Warsaw, June 2006
- J.Piskorski, M.Sydow "Experiments on classification of Polish Newspaper Articles"
Archives of Control Sciences, Special issue on Human Language Technologies as a challenge for Computer Science and Linguistics Part II, Volume 15, pp. 613-625, 2006.
- M.Sydow "Web Searching and Data Analysis"
(invited talk, in Polish), Proc. of the 6th Conference on Data Warehousing and Business Intelligence, CPI, Warsaw, Poland, 2006.04.11
2005:
- M.Sydow "Random Surfer with Back Step"
Fundamenta Informaticae, volume 68(4), pp. 379-398, IOS Press 2005
- M.Sydow "Can link analysis tell us about Web traffic?"
Proc. of the WWW2005 (ACM 14th International World Wide Web Conference) Special Interest Track, Papers & Posters, 10-14 May 2005, Chiba, Japan, ACM Press, ISBN 1-59593-051-5, 2005
- M.Sydow "Studying dependencies among Web traffic and link analysis data using perceptron"
Proc. of WI'05 (IEEE/WIC/ACM Web Intelligence Conference), pp. 124-127, IEEE Computer Society Press, 2005
- M. Sydow "Can one out-link change your PageRank?"
LNAI/Springer, Vol. 3528, pp. 408-414, ISBN 3-540-26219-9, (also in LNCS/Springer, ISBN 978-3-540-26219-0) , Proc. of AWIC'05 (the 3rd Atlantic Web Intelligence Conference), June 6-9, Łódź, Poland, 2005
- M. Sydow "Approximation Quality of the RBS Ranking Algorithm"
Advances in Soft Computing/Springer Proc. of IIPWM'05 Conference, Gdansk, Poland, June 2005, ISBN 3-540-25056-5, 2005
- J. Piskorski, M. Sydow "Exploring deployment of linguistic features in Classification of Polish Texts"
Proc. of LTC'05 (the 2nd Language & Technology Conference: Human Language Technologies as a Challenge for Computer Science and Linguistics), April 21-23, 2005, Poznań, Poland.
2004:
- M. Sydow "Link Analysis of the Web Graph. Measurements, Models and Algorithms for Web Information Retrieval"
PhD thesis, Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland, 2004
- M. Sydow "Random Surfer with Back Step"
Proc. of WWW 2004 (the ACM 13th International WWW Conference), New York 2004, Alternate Track, Papers and Posters, pp. 352-353, ACM Press, ISBN 1-58113-912-8, 2004
- M. Sydow "Extensions of PageRank. The RBS Algorithm"
Advances in Soft Computing/Springer "Intelligent Information Systems", pp. 389-396, ISBN 3-540-21331-7, 2004
- M.A. Kłopotek, M. Sydow "Towards a More Realistic Web Graph Model"
Advances in Soft Computing/Springer "Intelligent Information Systems", pp. 321-330, ISBN 3-540-21331-7, 2004
- M. Sydow "Link-Based Ranking Algorithms for Web Search"
Proc. of WISSC-2-03, pp. 305-320 in: "Soft Computing Tools, Techniques and Applications", Akademicka Oficyna Wydawnicza Exit, ISBN 83-87674-70-2, Poland 2004
- M. Sydow "Pomiary grafu WWW"
Studia Informatica 2/2004 (in Polish), pp. 51-58, wyd. Akademii Podlaskiej, PL ISSN-1731-2264, Poland, 2004
2003:
- M.A. Kłopotek, M. Sydow "Uncorrelating PageRank and In-degree in a Synthetic Web Model"
LNCS/Springer, 2869/2003, pp. 139-146, Springer Verlag, ISBN 3-540-20409-1, 2003
1997:
- M.Sydow "Partial Characterisation of Finite Partially Ordered Sets without Fixed-Point Property"
(in Polish) MSc Thesis, Faculty of Mathematics, Computer Science and Mechanics, Warsaw University, Poland, 1997
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