CLEF 2016
CLEF2016 Working Notes

Table of Contents

• Preface
  Krisztian Balog, Linda Cappellato, Nicola Ferro, Craig Macdonald
• Author index
  
  

CLEFeHealth

• Task 1 of the CLEF eHealth Evaluation Lab 2016: Handover Information Extraction 1-14
  Hanna Suominen , Liyuan Zhou , Lorraine Goeuriot , Liadh Kelly
• The IR Task at the CLEF eHealth Evaluation Lab 2016: User-centred Health Information Retrieval 15-27
  Guido Zuccon , Joao Palotti , Lorraine Goeuriot , Liadh Kelly , Mihai Lupu , Pavel Pecina , Henning Müller , Julie Budaher , Anthony Deacon
• Clinical Information Extraction at the CLEF eHealth Evaluation lab 2016 28-42
  Aurélie Névéol , Kevin Bretonnel Cohen , Cyril Grouin , Thierry Hamon , Thomas Lavergne , Liadh Kelly , Lorraine Goeuriot , Grégoire Rey , Aude Robert , Xavier Tannier , Pierre Zweigenbaum
• Comparison of Several Word embedding Sources for Medical Information Retrieval 43-46
  Julie Budaher , Mohannad Almasri , Lorraine Goeuriot
• SIBM at CLEF eHealth Evaluation Lab 2016: Extracting Concepts in French Medical Texts with ECMT and CIMIND 47-60
  Chloé Cabot , Lina F. Soualmia , Badisse Dahamna , Stéfan Darmoni
• ECSTRA-INSERM @ CLEF eHealth2016-task 2: ICD10 Code Extraction from Death Certificates 61-68
  Mohamed Dermouche , Vincent Looten , Rémi Flicoteaux , Sylvie Chevret , Julien Velcin , Namik Taright
• Wrappers for Feature Subset Selection in CRF-based Clinical Information Extraction 69-80
  Mike Ebersbach , Robert Herms , Christina Lohr , Maximilian Eibl
• LITL at CLEF eHealth2016: recognizing Entities in French Biomedical Documents 81-93
  Lydia-Mai Ho-Dac , Ludovic Tanguy , Céline Grauby , Nkauj Hnub Aurore Heu Mby , Justine Malosse , Laura Rivière , Amélie Veltz-Mauclair , Marine Wauquier
• BiTeM at CLEF eHealth Evaluation Lab 2016 Task 2: Multilingual Information Extraction 94-102
  Luc Mottin , Julien Gobeill , Anaïs Mottaz , Emilie Pasche , Arnaud Gaudinat , Patrick Ruch
• KISTI at CLEF eHealth 2016 Task 3: Ranking Medical Documents using Word Vectors 103-108
  Heung-Seon Oh , Yuchul Jung
• Distributional Semantics for Medical Information Extraction 109-122
  Lautaro Quiroz , Lydia Mennes , Mostafa Dehghani , Evangelos Kanoulas
• Task3 Patient-Centred Information Retrieval: Team CUNI 123-129
  Shadi Saleh , Pavel Pecina
• The Effectiveness of Query Expansion when searching for Health related Content: InfoLab at CLEF eHealth 2016 130-142
  Ricardo Silva , Carla Lopes
• Team GU-IRLAB at CLEF eHealth 2016: Task 3 143-146
  Luca Soldaini , Will Edman , Nazli Goharian
• ECNU at 2016 eHealth Task 1: Handover Information Extraction 147-156
  Yang Song , Yun He , Hongyu Liu , Qinmin Hu , Liang He , Yueyao Wang
• ECNU at 2016 eHealth Task 3: Patient-centred Information Retrieval 157-161
  Yang Song , Yun He , Hongyu Liu , Yueyao Wang , Qinmin Hu , Liang He
• Task 3: Patient-Centered Information Retrieval, IRTask 1: ad-hoc search - TEAM ub-botswana. 162-166
  Edwin Thuma , Nkwebi Peace Motlogelwa , Tebo Leburu-Dingalo
• KDEIR at CLEF eHealth 2016: Health Documents Re-ranking Based on Query Variations 167-170
  Md Zia Ullah , Masaki Aono
• Erasmus MC at CLEF eHealth 2016: Concept Recognition and Coding in French Texts 171-178
  Erik M. van Mulligen , Zubair Afzal , Saber A. Akhondi , Dang Vo , Jan A. Kors
• Semantic Tagging and Normalization of French Medical Entities 179-192
  Jorge Vivaldi , Horacio Rodriguez , Viviana Cotik
• WHUIRGroup at the CLEF 2016 eHealth Lab Task 3 193-197
  Ruixue Wang , Wei Lu , Ke Ren
• MayoNLPTeam at the 2016 CLEF eHealth Information Retrieval Task 1 198-204
  Yanshan Wang , Stephen Wu , Hongfang Liu
• LIMSI ICD10 coding Experiments on CépiDC Death Certificate Statements 205-218
  Pierre Zweigenbaum , Thomas Lavergne

ImageCLEF

• Overview of the ImageCLEF 2016 Medical Task 219-232
  Alba García Seco De Herrera , Roger Schaer , Stefano Bromuri , Henning Müller
• Overview of the ImageCLEF 2016 Handwritten Scanned Document Retrieval Task 233-253
  Mauricio Villegas , Joan Puigcerver , Alejandro Toselli , Joan Andreu Sanchez , Enrique Vidal
• Overview of the ImageCLEF 2016 Scalable Concept Image Annotation Task 254-278
  Andrew Gilbert , Luca Piras , Josiah Wang , Fei Yan , Arnau Ramisa , Emmanuel Dellandrea , Robert Gaizauskas , Mauricio Villegas , Krystian Mikolajczyk
• DUTh at the ImageCLEF 2016 Image Annotation Task: Content Selection 279-287
  Georgios Barlas , Maria Ntonti , Avi Arampatzis
• Using Machine Learning Techniques, Textual and Visual Processing in Scalable Concept Image Annotation Challenge 288-298
  Alexandru Cristea , Adrian Iftene
• UAEMex at ImageCLEF 2016: Handwritten Retrieval 299-303
  Miguel Ángel García Calderón , René Arnulfo García Hernández , Yulia Ledeneva
• Traditional Feature Engineering and Deep Learning Approaches at Medical Classification Task of ImageCLEF 2016 304-317
  Sven Koitka , Christoph M. Friedrich
• Subfigure and Multi-Label Classification using a Fine-Tuned Convolutional Neural Network 318-321
  Ashnil Kumar , David Lyndon , Jinman Kim , David Feng
• Image Annotation and Two Paths to Text Illustration 322-333
  Herve Le Borgne , Etienne Gadeski , Ines Chami , Thi Quynh Nhi Tran , Youssef Tamaazousti , Alexandru Lucian Gînscã , Adrian Popescu
• UDEL CIS Working Notes in ImageCLEF 2016 334-346
  Pengyuan Li , Scott Sorensen , Abhishek Kolagunda , Xiangying Jiang , Xiaolong Wang , Chandra Kambhamettu , Hagit Shatkay
• MayoBMI at ImageCLEF 2016 Handwritten Document Retrieval Task 347-355
  Sijia Liu , Yanshan Wang , Saeed Mehrabi , Dingcheng Li , Hongfang Liu
• INAOE's participation at ImageCLEF 2016: Text Illustration Task 356-362
  Luis Pellegrin , Adrián Pastor López-Monroy , Hugo Jair Escalante , Manuel Montes-Y-Gómez
• MRIM-LIG at ImageCLEF 2016 Scalable Concept Image Annotation Task 363-370
  Maxime Portaz , Mateusz Budnik , Philippe Mulhem , Johann Poignant
• CNRS TELECOM ParisTech at ImageCLEF 2016 Scalable Concept Image Annotation Task: Overcoming the Scarcity of Training Data 371-385
  Hichem Sahbi
• NovaSearch at ImageCLEFmed 2016 Subfigure Classification Task 386-398
  David Semedo , João Magalhães
• CITlab ARGUS for Keyword Search in Historical Handwritten Documents - Description of CITlab's System for the ImageCLEF 2016 Handwritten Scanned Document Retrieval Task 399-412
  Tobias Strauß , Tobias Grüning , Gundram Leifert , Roger Labahn
• IPL at CLEF 2016 Medical Task 413-420
  Leonidas Valavanis , Spyridon Stathopoulos , Theodore Kalamboukis
• Joint Learning of CNN and LSTM for Image Captioning 421-427
  Yongqing Zhu , Xiangyang Li , Xue Li , Jian Sun , Xinhang Song , Shuqiang Jiang

LifeCLEF

• Plant Identification in an Open-world (LifeCLEF 2016) 428-439
  Hervé Goëau , Pierre Bonnet , Alexis Joly
• LifeCLEF Bird Identification Task 2016: The arrival of Deep learning 440-449
  Hervé Goëau , Hervé Glotin , Willem-Pier Vellinga , Robert Planqué , Alexis Joly
• Floristic participation at LifeCLEF 2016 Plant Identification Task 450-458
  Julien Champ , Hervé Goëau , Alexis Joly
• Bluefield (KDE TUT) at LifeCLEF 2016 Plant Identification Task 459-468
  Siang Thye Hang , Atsushi Tatsuma , Masaki Aono
• Unsupervised Individual Whales Identification: Spot the Difference in the Ocean 469-480
  Alexis Joly , Jean-Christophe Lombardo , Julien Champ , Anjara Saloma
• SeaCLEF 2016: Object Proposal Classification for Fish Detection in Underwater Videos 481-489
  Jonas Jäger , Erik Rodner , Joachim Denzler , Viviane Wolff , Klaus Fricke-Neuderth
• Improving Bird Identification using Multiresolution Template Matching and Feature Selection during Training 490-501
  Mario Lasseck
• Plant Identification System based on a Convolutional Neural Network for the LifeClef 2016 Plant Classification Task 502-510
  Sue Han Lee , Yang Loong Chang , Chee Seng Chan , Paolo Remagnino
• Feature Learning via Mixtures of DCNNs for Fine-Grained Plant Classification 511-517
  Chris McCool , Zongyuan Ge , Peter Corke
• Open-set Plant Identification Using an Ensemble of Deep Convolutional Neural Networks 518-524
  Mostafa Mehdipour Ghazi , Berrin Yanikoglu , Erchan Aptoula
• Object Detection, Classification, Tracking and individual Recognition for Sea Images and Videos 525-533
  Dávid Papp , Dániel Lovas , Gábor Szücs
• Recognizing Bird Species in Audio Recordings using Deep Convolutional Neural Networks 534-543
  Karol Piczak
• Bag of MFCC-based Words for Bird Identification 544-546
  Julien Ricard , Hervé Glotin
• Audio Based Bird Species Identification using Deep Learning Techniques 547-559
  Elias Sprengel , Martin Jaggi , Yannic Kilcher , Thomas Hofmann
• Convolutional Neural Networks for Large-Scale Bird Song Classification in Noisy Environment 560-568
  Bálint Pál Tóth , Bálint Czeba
• Deep Learning and SVM Classification for Plant Recognition in Content-Based Large Scale Image Retrieval 569-578
  Bálint Pál Tóth , Márton Tóth , Dávid Papp , Gábor Szücs
• Very Deep Residual Networks with MaxOut for Plant Identification in the Wild 579-586
  Milan Šulc , Dmytro Mishkin , Jiří Matas

LL4IR & NewsREEL: New Ideas

• Living Ranking: from Online to Real-time Information Retrieval Evaluation 587-588
  Lamjed Ben Jabeur , Laure Soulier , Paul Mousset , Lynda Tamine
• Research-Centres Centred Living Labs 589-590
  Liadh Kelly
• Ideas for a Standard LL4IR Extension - Living Labs from a System Operator's Perspective 591-592
  Philipp Schaer , Narges Tavakolpoursaleh

News Recommendation Evaluation Lab (NEWSREEL)

• CLEF NewsREEL 2016: Comparing Multi-dimensional Offline and Online Evaluation of News Recommender Systems 593-605
  Benjamin Kille , Andreas Lommatzsch , Frank Hopfgartner , Martha Larson , Jonas Seiler , Davide Malagoli , Andras Sereny , Torben Brodt
• Development of a News Recommender System based on Apache Flink 606-617
  Alexandru Ciobanu , Andreas Lommatzsch
• CLEF NewsREEL 2016: Image based Recommendation 618-827
  Francesco Corsini , Martha Larson
• Real-time News Recommendations using Apache Spark 628-641
  Jaschar Domann , Jens Meiners , Lea Helmers , Andreas Lommatzsch
• Recommender Systems Evaluations : Offline, Online, Time and A/A Test 642-656
  Gebrekirstos Gebremeskel , Arjen P. de Vries
• Recommender Ensembles for News Articles based on Most-Popular Strategies 657-668
  Andreas Lommatzsch , Niels Johannes , Jens Meiners , Lea Helmers , Jaschar Domann
• Optimizing a Scalable News Recommender System 669-678
  Patrick Probst , Andreas Lommatzsch
• Clicks Pattern Analysis for Online News Recommendation Systems 679-690
  Jing Yuan , Andreas Lommatzsch , Benjamin Kille

Digital Text Forensics (PAN)

• Clustering by Authorship Within and Across Documents 691-715
  Efstathios Stamatatos , Michael Tschuggnall , Ben Verhoeven , Walter Daelemans , Guenther Specht , Benno Stein , Martin Potthast
• Author Obfuscation: Attacking the State of the Art in Authorship Verification 716-749
  Martin Potthast , Matthias Hagen , Benno Stein
• Overview of the 4th Author Profiling Task at PAN 2016: Cross-Genre Evaluations 750-784
  Francisco Manuel Rangel Pardo , Paolo Rosso , Ben Verhoeven , Walter Daelemans , Martin Potthast , Benno Stein
• Age and Gender Identification using Stacking for Classification 785-790
  Madhulika Agrawal , Teresa Gonçalves
• Authorship Clustering using Multi-headed Recurrent Neural Networks 791-804
  Douglas Bagnall
• Author Profiling Using Support Vector Machines 805-814
  Rodwan Bakkar Deyab , José Duarte , Teresa Gonçalves
• Author Profiling using SVMs and Word Embedding Averages 815-823
  Roy Khristopher Bayot , Teresa Gonçalves
• CAPS: A Cross-genre Author Profiling System 824-835
  Ivan Bilan , Desislava Zhekova
• Author Profiling using Complementary Second Order Attributes and Stylometric Features 836-845
  Konstantinos Bougiatiotis , Anastasia Krithara
• GronUP: Groningen User Profiling 846-857
  Mart Busger Op Vollenbroek , Talvany Carlotto , Tim Kreutz , Maria Medvedeva , Chris Pool , Johannes Bjerva , Hessel Haagsma , Malvina Nissim
• Using Machine Learning Algorithms for Author Profiling In Social Media 858-863
  Daniel Dichiu , Irina Rancea
• Profile-based Approach for Age and Gender Identification 864-873
  Maria José Garciarena Ucelay , Maria Paula Villegas , Dario G. Funez , Leticia C. Cagnina , Marcelo L. Errecalde , Gabriela Ramírez-De-La-Rosa , Esau Villatoro-Tello
• PANcakes Team: A Composite System of Domain-Agnostic Features For Author Profiling 874-880
  Pepa Gencheva , Martin Boyanov , Elena Deneva , Preslav Nakov , Georgi Georgiev , Yasen Kiprov , Ivan Koychev
• Statistical Semantics in Context Space : Amrita_CEN@Author Profiling 881-889
  Barathi Ganesh H B , Anand Kumar M , Soman Kp
• Author Masking through Translation 890-894
  Yashwant Keswani , Harsh Trivedi , Parth Mehta , Prasenjit Majumder
• UniNE at CLEF 2016: Author Clustering 895-902
  Mirco Kocher
• UniNE at CLEF 2016: Author Profiling 903-911
  Mirco Kocher , Jacques Savoy
• Methods for Intrinsic Plagiarism Detection and Author Diarization 912-919
  Mikhail Kuznetsov , Anastasia Motrenko , Rita Kuznetsova , Vadim Strijov
• Evaluating Safety, Soundness and Sensibleness of Obfuscation Systems 920-928
  Matthias Liebeck , Pashutan Modaresi , Stefan Conrad
• Derivative Approach for Plagiarism Source Retrieval 929-931
  Rhulani Maluleka
• Multi Feature Space Combination for Authorship Clustering 932-938
  Muharram Mansoorizadeh , Mohammad Aminian , Taher Rahgooy , Mehdy Eskandari
• Author Obfuscation using WordNet and Language Models 939-946
  Muharram Mansoorizadeh , Taher Rahgooy , Mohammad Aminian , Mehdy Eskandari
• Adapting Cross-Genre Author Profiling to Language and Corpus 947-955
  Ilia Markov , Helena Gómez-Adorno , Grigori Sidorov , Alexander Gelbukh
• SU@PAN'2016: Author Obfuscation 956-969
  Tsvetomila Mihaylova , Georgi Karadjov , Yasen Kiprov , Georgi Georgiev , Ivan Koychev , Preslav Nakov
• Exploring the Effects of Cross-Genre Machine Learning for Author Profiling in PAN 2016 970-977
  Pashutan Modaresi , Matthias Liebeck , Stefan Conrad
• Profiling Microblog Authors using Concreteness and Sentiment - Know-Center at PAN 2016 Author Profiling 978-983
  Oliver Pimas , Andi Rexha , Mark Kröll , Roman Kern
• Exploring Word Embeddings and Character N-Grams for Author Clustering 984-991
  Yunita Sari , Mark Stevenson
• Cross-Genre Author Profile Prediction Using Stylometry-Based Approach 992-999
  Shaina Ashraf , Hafiz Rizwan Iqbal , Rao Muhammad Adeel Nawab
• Author Diarization Using Cluster-Distance Approach 1000-1007
  Abdul Sittar , Hafiz Rizwan Iqbal , Rao Muhammad Adeel Nawab
• A Big Increase in Known Unknowns: from Author Verification to Author Clustering 1008-1013
  Anna Vartapetiance , Lee Gillam
• Cross-Genre Age and Gender Identification in Social Media 1014-1017
  Anam Zahid , Aadarsh Sampath , Anindya Dey , Golnoosh Farnadi
• Experiments in Authorship-Link Ranking and Complete Author Clustering 1018-1023
  Valentin Zmiycharov , Dimitar Alexandrov , Hristo Georgiev , Yasen Kiprov , Georgi Georgiev , Ivan Koychev , Preslav Nakov

Social Book Search (SBS)

• Overview of the SBS 2016 Interactive Track 1024-1038
  Maria Gaede , Mark Michael Hall , Hugo Huurdeman , Jaap Kamps , Marijn Koolen , Mette Skov , Toine Bogers , David Walsh
• Overview of the SBS 2016 Suggestion Track 1039-1052
  Marijn Koolen , Toine Bogers , Jaap Kamps
• Overview of the SBS 2016 Mining Track 1053-1063
  Toine Bogers , Iris Hendrickx , Marijn Koolen , Suzan Verberne
• Linking Task: Identifying Authors and Book Titles in Verbose Queries 1064-1071
  Anaïs Ollagnier , Sébastien Fournier , Patrice Bellot
• Verbose Query Reduction by Learning to Rank for Social Book Search Track 1072-1078
  Messaoud Chaa , Omar Nouali , Patrice Bellot
• SBS 2016 Track Mining: Classification with Linguistic Features for Book Search Requests Classification 1079-1088
  Mohamed Ettaleb , Chiraz Latiri , Brahim Douar , Patrice Bellot
• USTB at Social Book Search 2016 Suggestion Task: Active Books Set and Re-ranking 1089-1096
  Shao-Hui Feng , Bo-Wen Zhang , Xu-Cheng Yin , Zan-Xia Jin , Jian-Lin Jin , Jian-Wei Wu , Le-Le Zhang , Hao-Jie Pan , Fan Fang , Fang Zhou
• Hood or Hypertext: A Comparison of Offline and Online Book Search Sessions 1097-1105
  Maria Gaede , Vivien Petras
• Individual Differences and Task Behaviour 1106-1114
  Mark Michael Hall , Marijn Koolen
• SBS 2016 : Combining Query Expansion Result and Books Information Score for Book Recommendation 1115-1122
  Amal Htait , Sébastien Fournier , Patrice Bellot
• BM25 for Non-Textual Modalities in Social Book Search 1123-1129
  Melanie Imhof
• Social Book Search Track: ISM@CLEF'16 Suggestion Task 1130-1135
  Ritesh Kumar , Bhanodai Guggilla , Rajendra Pamula
• Word Embedding for Social Book Suggestion 1136-1144
  Nawal Ould Amer , Philippe Mulhem , Mathias Géry , Karam Abdulahhad
• OAUC at CLEF2016 SBS Lab: Using Appeal Elements to Improve Automatic Book Recommendation - Proof of Concept 1145-1154
  Michael Preminger , Gjertrud Fludal
• Query Expansion by Word Embedding in the Suggestion Track of CLEF 2016 Social Book Search Lab 1155-1165
  Shih-Hung Wu , Yi-Hsiang Hsieh , Liang-Pu Chen , Ping-Che Yang
• I Need More Time!: The Influence of Native Language on Search Behavior and Experience 1166-1182
  Pengyi Zhang , Chang Liu , Preben Hansen
• KNOW At The Social Book Search Lab 2016 Suggestion Track 1183-1189
  Hermann Ziak , Roman Kern
• KNOW At The Social Book Search Lab 2016 Mining Track 1190-1196
  Hermann Ziak , Andi Rexha , Roman Kern

Cultural Microblog Contextualization (CMC)

• Cultural micro-blog Contextualization 2016 Workshop Overview: data and pilot tasks 1197-1200
  Liana Ermakova , Lorraine Goeuriot , Josiane Mothe , Philippe Mulhem Jian-Yun Nie Eric Sanjuan
• LIG at CLEF 2016 Cultural Microblog Contextualization: TimeLine illustration based on Microblogs 1201-1206
  Nayanika Dogra , Philippe Mulhem , Nawal Ould Amer , Lorraine Goeuriot
• Semantic Mapping: Towards Contextual and Trend Analysis of Behaviours and Practices 1207-1225
  Murtagh Fionn
• Building a Knowledge Base using Microblogs: the Case of Cultural MicroBlog Contextualization Collection 1226-1237
  Thi Bich Ngoc Hoang , Josiane Mothe
• Tweet Contextualization using Continuous Space Vectors: Automatic Summarization of Cultural Documents 1238-1245
  Elvys Linhares Pontes , Juan-Manuel Torres-Moreno , Stéphane Huet , Andréa Carneiro Linhares
• Tweet Data mining : the Cultural Microblog Contextualization Data Set 1246-1259
  Clémentine Scohy , Yassine Rkha Chaham , Sébastien Déjean , Josiane Mothe