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Workshops (2020)


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Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 42nd European Conference on Information Retrieval, BIR@ECIR 2020, Lisbon, Portugal, April 14th, 2020 [online only]

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Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 42nd European Conference on Information Retrieval, BIR@ECIR 2020, Lisbon, Portugal, April 14th, 2020 [online only]

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Preface to the 10th Workshop on Bibliometric-enhanced Information Retrieval at ECIR 2020
Guillaume Cabanac | Ingo Frommholz | Philipp Mayr

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Metrics and Trends in Assessing the Scientific Impact
George Tsatsaronis

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New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding
Robin Brochier | Antoine Gourru | Adrien Guille | Julien Velcin

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Conference Indexing in Digital Libraries: A Ranking Model and Case Study on dblp
Christopher Michels | Mandy Neumann | Philipp Schaer | Ralf Schenkel

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Usage and Citation Metrics for Ranking Algorithms in Legal Information Retrieval Systems
Gineke Wiggers | Suzan Verberne

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Browsing Citation Clusters for Academic Literature Search: A Simulation Study with Systematic Reviews
Juan Pablo Bascur | Suzan Verberne | Nees Jan van Eck | Ludo Waltman

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Neural Citation Recommendation: A Reproducibility Study
Michael Färber | Timo Klein | Joan Sigloch

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Learning to Rank Research Articles: A Case Study of Collaborative Filtering and Learning to Rank in ScienceDirect
Daniel Kershaw | Benjamin Pettit | Maya Hristakeva | Kris Jack

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Evaluating Pretrained Transformer Models for Citation Recommendation
Rodrigo Nogueira | Zhiying Jiang | Kyunghyun Cho | Jimmy Lin

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Relations Between Relevance Assessments, Bibliometrics and Altmetrics
Timo Breuer | Philipp Schaer | Dirk Tunger

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Building Bridges
Andrea Scharnhorst

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Why we Need Another Ten Years of Bibliometric-enhanced Information Retrieval
Mike Thelwall

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BIR: A Time and a Place to Envision Concepts and Tools around Bibliometrics
Marc Bertin | Iana Atanassova

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Some Questions for Information Science Arising from the History and Philosophy of Science
Henry Small

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Remembering Don Swanson: Link to Bibliometric-enhanced Information Retrieval
Aparna Basu

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Bibliometrics-aided Retrieval: A Success Story
Wolfgang Glänzel

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BIR and BIRNDL: A Marathon towards a Congregation of Scientific Document Processing Community
Muthu Kumar Chandrasekaran

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Anniversary Statement
Howard D. White

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Intrication between Information Retrieval and Bibliometrics: the Case of Scientific Domain Delineation
Michel Zitt


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Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020

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Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020

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#DemocratsAreDestroyingAmerica: Rumour Analysis on Twitter During COVID-19
Lin Tian | Xiuzhen Zhang | Jey Han Lau

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An Adaptive Semantic Stream Reasoning Framework for Deep Neural Networks
Danh Le Phuoc | Thomas Eiter

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An Anonymiser Tool for Sensitive Graph Data
Charini Nanayakkara | Peter Christen | Thilina Ranbaduge

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Assessing the Impact of an Online Inquiry Teaching Intervention on Sixth Graders' Search Performance
Roberto I. González-Ibáñez | Daniel Gacitúa | Gonzalo Martínez-Ramírez | Jacqueline Köhler | Eero Sormunen | Carita Kiili | Mirjamaija Mikkilä-Erdmann | Norbert Erdmann | Marja Vauras | Paavo H. T. Leppänen

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CNN based Parkinson's Disease Assessment using Empirical Mode Decomposition
Ayush Tripathi | Sunil Kumar Kopparapu

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Challenges and Opportunities for Journalistic Knowledge Platforms
Marc Gallofré Ocaña | Andreas L. Opdahl

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Challenges in Combating COVID-19 Infodemic - Data, Tools, and Ethics
Kaize Ding | Kai Shu | Yichuan Li | Amrita Bhattacharjee | Huan Liu

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Characterizing COVID-19 Misinformation Communities Using a Novel Twitter Dataset
Shahan Ali Memon | Kathleen M. Carley

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Classification of Important Segments in Educational Videos using Multimodal Features
Junaid Ahmed Ghauri | Sherzod Hakimov | Ralph Ewerth

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Conversational Interfaces for Search As Learning
Sihang Qiu | Alessandro Bozzon | Ujwal Gadiraju

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Creative Storytelling with Language Models and Knowledge Graphs
Xinran Yang | Ilaria Tiddi

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Data Privacy in Journalistic Knowledge Platforms
Marc Gallofré Ocaña | Tareq Al-Moslmi | Andreas L. Opdahl

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ESSTER at the EYRE 2020 Entity Summarization Task
Qingxia Liu | Gong Cheng | Yuzhong Qu

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Embedding Partial Propagation Network for Fake News Early Detection
Amila Silva | Yi Han | Ling Luo | Shanika Karunasekera | Christopher Leckie

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Epidemiology Inspired Framework for Fake News Mitigationin Social Networks
Bhavtosh Rath | Jaideep Srivastava

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Evaluation Framework for Context-aware Speaker Recognition in Noisy Smart Living Environments
Gianni Fenu | Roberta Galici | Mirko Marras

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Extracting Complex Information from Natural Language Text: A Survey
Mechket Emna Mahouachi | Fabian M. Suchanek

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False News Classification and Dissemination: The case of the 2019 Indonesian Presidential Election
Rayan Suryadikara | Suzan Verberne | Frank W. Takes

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Frailty Detection using Presence in a Room
Ramesh Balaji | Sio Keow Evelyn Tan | Srinivasa Raghavan Venkatachari | Hwee Pink Tan

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Graph Analytics on Proximity Data to Fight Contagion
Snehasis Banerjee | Vivek Chandel | Avik Ghose

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Guided-LIME: Structured Sampling based Hybrid Approach towards Explaining Blackbox Machine Learning Models
Amit Sangroya | Mouli Rastogi | C. Anantaram | Lovekesh Vig

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How to Support Search Activity of Users Without Prior Domain Knowledge When They are Solving Learning Tasks?
Cheyenne Dosso | Aline Chevalier | Lynda Tamine

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Improving Spare Part Search for Maintenance Services using Topic Modelling
Anastasiia Grishina | Milosh Stolikj | Qi Gao | Milan Petkovic

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Information Retrieval from Hypermedia, with a Navigable Overview, at the End of Primary School
Sandrine Moschetti-Rome | Franck Amadieu | Cécile van de Leemput

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Investigating Online Toxicity in Users Interactions with the Mainstream Media Channels on YouTube
Sultan Alshamrani | Mohammed Abuhamad | Ahmed Abusnaina | David A. Mohaisen

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LatentVis: Investigating and Comparing Variational Auto-Encoders via Their Latent Space
Xiao Liu | Junpeng Wang

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Learning with Temporal Knowledge Graphs
Yunpu Ma | Zhen Han | Volker Tresp

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Leveraging a Domain Ontology in (Neural) Learning from Heterogeneous Data
Tomas Martin | Petko Valtchev | Abdoulaye Baniré Diallo

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Lifting News into a Journalistic Knowledge Platform
Tareq Al-Moslmi | Marc Gallofré Ocaña

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Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels
Valentyn Melnychuk | Evgeniy Faerman | Ilja Manakov | Thomas Seidl

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Modeling Knowledge Change Behaviors in Learning-related Tasks
Chang Liu | Xiaoxuan Song | Hanrui Liu | Nicholas J. Belkin

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More is not Always Better: The Negative Impact of A-box Materialization on RDF2vec Knowledge Graph Embeddings
Andreea Iana | Heiko Paulheim

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NLP for Student and Teacher: Concept for an AI based Information Literacy Tutoring System
Paul Libbrecht | Thierry Declerck | Tim Schlippe | Thomas Mandl | Daniel Schiffner

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Neuro-symbolic Visual Reasoning for Multimedia Event Processing: Overview, Prospects and Challenges
Muhammad Jaleed Khan | Edward Curry

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Now You See Me (CME): Concept-based Model Extraction
Dmitry Kazhdan | Botty Dimanov | Mateja Jamnik | Pietro Liò | Adrian Weller

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On Analyzing the Household Energy Consumption Detection for Citizen Behavioral Analysis Carbon Footprint Awareness by Deep Residual Networks
Arijit Ukil | Antonio J. Jara | Leandro Marín

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OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms
Giorgio Visani | Enrico Bagli | Federico Chesani

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Performance Prediction of Elementary School Students in Search Tasks
Roberto I. González-Ibáñez | Luz Chourio-Acevedo | María Escobar-Macaya

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Simplifying Architecture Search for Graph Neural Network
Huan Zhao | Lanning Wei | Quanming Yao

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Symbolic Vs Sub-symbolic AI Methods: Friends or Enemies?
Eleni Ilkou | Maria Koutraki

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The Ebb and Flow of the COVID-19 Misinformation Themes
Thomas Marcoux | Esther Mead | Nitin Agarwal

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The Other Side of the Same Coin: From Learning-centric Search Systems to Search-centric Learning Systems
Catherine L. Smith | Soo Young Rieh

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Too Many Claims to Fact-Check: Prioritizing Political Claims Based on Check-Worthiness
Yavuz Selim Kartal | Mücahid Kutlu | Busra Guvenen

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Visualizing and Quantifying Vocabulary Learning During Search
Nilavra Bhattacharya | Jacek Gwizdka

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WalkingTime: Dynamic Graph Embedding Using Temporal-Topological Flows
David Bayani

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Working Towards the Ideal Search History Interface
Tetiana Tolmachova | Eleni Ilkou | Luyan Xu


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Proceedings of the Workshop on Semantic Indexing and Information Retrieval for Health from heterogeneous content types and languages co-located with 42nd European Conference on Information Retrieval, SIIRH@ECIR 2020, Lisbon, Portugal, April 14, 2020

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Proceedings of the Workshop on Semantic Indexing and Information Retrieval for Health from heterogeneous content types and languages co-located with 42nd European Conference on Information Retrieval, SIIRH@ECIR 2020, Lisbon, Portugal, April 14, 2020

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BioASQ: The challenge and the Community of Biomedical Semantic Indexing and Question Answering - Abstract
Georgios Paliouras

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Biomedical Question Answering using Extreme Multi-Label Classification and Ontologies in the Multilingual Panorama
André Neves | André Lamúrias | Francisco M. Couto

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CoronaTracker: A Framework for Managing and Tracking Data during Crisis - Abstract
Cher Han Lau

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Enriching Consumer Health Vocabulary Using Enhanced GloVe Word Embedding
Mohammed Ibrahim | Susan Gauch | Omar Salman | Mohammed Alqahatani

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First Steps Towards Patient-Friendly Presentation of Dutch Radiology Reports
Koen Dercksen | Arjen P. de Vries

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Report of the First International Workshop on Semantic Indexing and Information Retrieval for Health from heterogeneous content types and languages
Francisco M. Couto | Martin Krallinger

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SmokPro: Towards Tobacco Product Identification in Social Media Text
Himakar Yv | Kartikey Pant | Radhika Mamidi

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The COVID-19 Open Research Dataset - Abstract
Lucy Lu Wang | Kyle Lo

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Towards a Multilingual Corpus for Named Entity Linking Evaluation in the Clinical Domain
Pedro Ruas | André Lamúrias | Francisco M. Couto

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Twitter goes to the Doctor: Detecting Medical Tweets using Machine Learning and BERT
Kevin Roitero | Cristian Bozzato | Vincenzo Della Mea | Stefano Mizzaro | Giuseppe Serra


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Proceedings of Text2Story - Third Workshop on Narrative Extraction From Texts co-located with 42nd European Conference on Information Retrieval, Text2Story@ECIR 2020, Lisbon, Portugal, April 14th, 2020 [online only]

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Proceedings of Text2Story - Third Workshop on Narrative Extraction From Texts co-located with 42nd European Conference on Information Retrieval, Text2Story@ECIR 2020, Lisbon, Portugal, April 14th, 2020 [online only]

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Tailoring Media Monitoring with User Feedback
Sebastião Miranda

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Recent Advances in Narrative Natural Language Processing
Mark A. Finlayson

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Teargas, Water Cannons and Twitter: A case study on detecting protest repression events in Turkey 2013
Fatma Elsafoury

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Measuring Narrative Fluency by Analyzing Dynamic Interaction Networks in Textual Narratives
O-Joun Lee | Jin-Taek Kim

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Breaking the Subtopic Barrier in Cross-Document Event Coreference Resolution
Michael Bugert | Nils Reimers | Shany Barhom | Ido Dagan | Iryna Gurevych

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Time-centric Exploration of Court Documents
Philip Hausner | Dennis Aumiller | Michael Gertz

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Incorporating Context and Knowledge for Better Sentiment Analysis of Narrative Text
Chenyang Lyu | Tianbo Ji | Yvette Graham

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Scene Linking Annotation and Automatic Scene Characterization in TV Series
Aman Berhe | Camille Guinaudeau | Claude Barras

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Batch Clustering for Multilingual News Streaming
Mathis Linger | Mhamed Hajaiej

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A Framework towards Computational Narrative Analysis on Blogs
Kiran Kumar Bandeli | Muhammad Nihal Hussain | Nitin Agarwal

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Temporal Embeddings and Transformer Models for Narrative Text Understanding
Vani Kanjirangat | Simone Mellace | Alessandro Antonucci

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Eve2Sign: Creating Signed Networks of News Events
Roshni Chakraborty | Srishti Bhandari | Nilotpal Chakraborty | Ritwika Das

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Towards a Cross-article Narrative Comparison of News
Martino Mensio | Harith Alani | Alistair Willis

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The Need to Move beyond Triples
Fabian M. Suchanek

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Timelines: Entity-centric Event Extraction from Online News
Jakub Piskorski | Vanni Zavarella | Martin Atkinson | Marco Verile


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Proceedings of the Third ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2020, Dublin, Ireland, June 8-11, 2020

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Proceedings of the Third ACM Workshop on Lifelog Search Challenge, LSC@ICMR 2020, Dublin, Ireland, June 8-11, 2020

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Interactive Lifelog Retrieval with vitrivr
Silvan Heller | Mahnaz Amiri Parian | Ralph Gasser | Loris Sauter | Heiko Schuldt

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VRLE: Lifelog Interaction Prototype in Virtual Reality: Lifelog Search Challenge at ACM ICMR 2020
Aaron Duane | Björn Þór Jónsson | Cathal Gurrin

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LifeGraph: A Knowledge Graph for Lifelogs
Luca Rossetto | Matthias Baumgartner | Narges Ashena | Florian Ruosch | Romana Pernischová | Abraham Bernstein

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Exquisitor at the Lifelog Search Challenge 2020
Omar Shahbaz Khan | Mathias Dybkjær Larsen | Liam Alex Sonto Poulsen | Björn Þór Jónsson | Jan Zahálka | Stevan Rudinac | Dennis C. Koelma | Marcel Worring

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Myscéal: An Experimental Interactive Lifelog Retrieval System for LSC'20
Ly-Duyen Tran | Manh-Duy Nguyen | Nguyen Thanh Binh | Hyowon Lee | Cathal Gurrin

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A Multi-level Interactive Lifelog Search Engine with User Feedback
Jiayu Li | Min Zhang | Weizhi Ma | Yiqun Liu | Shaoping Ma

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lifeXplore at the Lifelog Search Challenge 2020
Andreas Leibetseder | Klaus Schoeffmann

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BIDAL-HCMUS@LSC2020: An Interactive Multimodal Lifelog Retrieval with Query-to-Sample Attention-based Search Engine
Anh-Vu Mai-Nguyen | Trong-Dat Phan | Anh-Khoa Vo | Van-Luon Tran | Minh-Son Dao | Koji Zettsu

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Multimodal Retrieval through Relations between Subjects and Objects in Lifelog Images
Tai-Te Chu | Chia-Chun Chang | An-Zi Yen | Hen-Hsen Huang | Hsin-Hsi Chen

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LifeSeeker 2.0: Interactive Lifelog Search Engine at LSC 2020
Tu-Khiem Le | Van-Tu Ninh | Minh-Triet Tran | Thanh-An Nguyen | Hai-Dang Nguyen | Liting Zhou | Graham Healy | Cathal Gurrin

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VIRET Tool with Advanced Visual Browsing and Feedback
Gregor Kovalcík | Vít Skrhak | Tomás Soucek | Jakub Lokoc

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FIRST - Flexible Interactive Retrieval SysTem for Visual Lifelog Exploration at LSC 2020
Minh-Triet Tran | Thanh-An Nguyen | Quoc-Cuong Tran | Mai-Khiem Tran | Khanh Nguyen | Van-Tu Ninh | Tu-Khiem Le | Hoang-Phuc Trang-Trung | Hoang-Anh Le | Hai-Dang Nguyen | Trong-Le Do | Viet-Khoa Vo-Ho | Cathal Gurrin

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SOMHunter for Lifelog Search
Frantisek Mejzlík | Patrik Veselý | Miroslav Kratochvíl | Tomás Soucek | Jakub Lokoc

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Voxento: A Prototype Voice-controlled Interactive Search Engine for Lifelogs
Ahmed Alateeq | Mark Roantree | Cathal Gurrin


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Proceedings of the 2020 Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia, MMArt&ACM 2020, Dublin, Ireland, June 8, 2020

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Proceedings of the 2020 Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia, MMArt&ACM 2020, Dublin, Ireland, June 8, 2020

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Style Image Retrieval for Improving Material Translation Using Neural Style Transfer
Gibran Benitez-Garcia | Wataru Shimoda | Keiji Yanai

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Iconify: Converting Photographs into Icons
Takuro Karamatsu | Gibran Benitez-Garcia | Keiji Yanai | Seiichi Uchida

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BatikGAN: A Generative Adversarial Network for Batik Creation
Wei-Ta Chu | Lin-Yu Ko

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Recommendations for Attractive Hairstyles
Yuto Nakamae | Xueting Wang | Toshihiko Yamasaki

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Automatic YouTube-Thumbnail Generation and Its Evaluation
Akari Shimono | Yuki Kakui | Toshihiko Yamasaki

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Session details: Attractiveness Computing in Multimedia
Wei-Ta Chu

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Session details: Multimedia Artworks Analysis
Toshihiko Yamasaki


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Proceedings of the First Workshop on Bridging the Gap between Information Science, Information Retrieval and Data Science (BIRDS 2020) co-located with 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China (online only), July 30th, - 2020

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Proceedings of the First Workshop on Bridging the Gap between Information Science, Information Retrieval and Data Science (BIRDS 2020) co-located with 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020), Xi'an, China (online only), July 30th, - 2020

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BIRDS 2020 - Bridging the Gap between Information Science, Information Retrieval and Data Science: Preface

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Fairness and Transparency in Ranking
Carlos Castillo

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Challenges and Opportunities for IS, IR & DS in an Era of Information Ubiquity
Nicholas J. Belkin

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Explaining Explanation Methods
Riccardo Guidotti

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Understanding Faceted Search from Information Retrieval, Information Science and Data Science Perspectives
Xi Niu

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Reinforcement Learning-driven Information Seeking: A Quantum Probabilistic Approach
Amit Kumar Jaiswal | Haiming Liu | Ingo Frommholz

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Towards a Framework for Harm Prevention in Web Search
Steven Zimmerman | Stefan Herzog | Jon Chamberlain | David Elsweiler | Udo Kruschwitz

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Temporal Analysis of Scientific Literature to Find Grand Challenges and Saturated Problems
Kritika Agrawal | Vikram Pudi

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Exploring the Impact on User Information Search Behaviour of Affective Design: An Eye-Tracking Study
Sehrish Sher Khan | Haiming Liu

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Extracting and Representing Causal Knowledge of Health Condition
Hong Qing Yu

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BM25-FIC: Information Content-based Field Weighting for BM25F
Tuomas Ketola | Thomas Roelleke

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Content-based Image Search System Design for Capturing User Preferences during Query Formulation
Mahmoud Artemi | Haiming Liu

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Some Reflections on the Use of Structural Equation Modeling for Investigating the Causal Relationships that Affect Search Engine Results
Massimo Melucci


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Proceedings of the ACM WSDM 2020 Health Search and Data Mining Workshop, co-located with the 13th ACM International WSDM Conference, HSDM@WSDM 2020, Houston, TX, USA, February 3, 2020

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Proceedings of the ACM WSDM 2020 Health Search and Data Mining Workshop, co-located with the 13th ACM International WSDM Conference, HSDM@WSDM 2020, Houston, TX, USA, February 3, 2020

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Machine Learning for Healthcare: Beyond i.i.d. Prediction
Zachary Lipton

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Applying Information Retrieval to the Electronic Health Record for Cohort Discovery and Rare Disease Detection
William R. Hersh

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Comparing Rule-based, Feature-based and Deep Neural Methods for De-identification of Dutch Medical Records
Jan Trienes | Dolf Trieschnigg | Christin Seifert | Djoerd Hiemstra

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Healthcare NER Models Using Language Model Pretraining
Amogh Kamat Tarcar | Aashis Tiwari | Dattaraj Rao | Vineet Naique Dhaimodker | Penjo Rebelo | Rahul Desai

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Lung Nodule Classification Using Convolutional Autoencoder and Clustering Augmented Learning Method(CALM)
Soumya Suvra Ghosal | Indranil Sarkar | Issmail El Hallaoui

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A Query Taxonomy Describes Performance of Patient-Level Retrieval from Electronic Health Record Data
Steve Chamberlin | Steven Bedrick | Aaron M. Cohen | Yanshan Wang | Andrew Wen | Sijia Liu | Hongfang Liu | William R. Hersh

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Streaming Gait Assessment for Parkinson's Disease
Cristopher Flagg | Ophir Frieder | Sean MacAvaney | Gholam Motamedi

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Clustering Large-scale Diverse Electronic Medical Records to Aid Annotation for Generic Named Entity Recognition
Nithin Haridas | Yubin Kim


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Proceedings of the PrivateNLP 2020: Workshop on Privacy in Natural Language Processing - Colocated with WSDM 2020, Houston, USA, Feb 7, 2020

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Proceedings of the PrivateNLP 2020: Workshop on Privacy in Natural Language Processing - Colocated with WSDM 2020, Houston, USA, Feb 7, 2020

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Preserving Privacy in Analyses of Textual Data
Tom Diethe | Oluwaseyi Feyisetan

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Perfectly Privacy-Preserving AI What Is It and How Do We Achieve It?
Patricia Thaine | Gerald Penn

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Calibrating Mechanisms for Privacy Preserving Text Analysis
Oluwaseyi Feyisetan | Borja Balle | Tom Diethe | Thomas Drake

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Privacy-Aware Personalized Entity Representations for Improved User Understanding
Levi Melnick | Hussein Elmessilhy | Vassilis Polychronopoulos | Gilsinia Lopez | Yuancheng Tu | Omar Zia Khan | Ye-Yi Wang | Chris Quirk

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A User-Centric and Sentiment Aware Privacy-Disclosure Detection Framework based on Multi-input Neural Network
A. K. M. Nuhil Mehdy | Hoda Mehrpouyan

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Classification of Encrypted Word Embeddings using Recurrent Neural Networks
Robert Podschwadt | Daniel Takabi

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Is It Possible to Preserve Privacy in the Age of AI?
Vijayanta Jain | Sepideh Ghanavati

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Perfectly Privacy-Preserving AI What Is It and How Do We Achieve It?
Patricia Thaine | Gerald Penn

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Hyperbolic Embeddings for Preserving Privacy and Utility in Text
Oluwaseyi Feyisetan | Tom Diethe | Thomas Drake

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Privacy-Preserving Textual Analysis via Calibrated Perturbations
Oluwaseyi Feyisetan | Borja Balle