مشخصات کتاب

Advances in Information Retrieval: 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings

ویرایش:  
نویسندگان: Fuhr. Norbert, Hanbury. Allan, Kazai. Gabriella, Rauber. Andreas  
سری: Lecture notes in computer science 9022 
ISBN (شابک) : 9783319163536, 331916354X 
ناشر: Imprint, Springer, Springer International Publishing 
سال نشر: 2015 
تعداد صفحات: 882 
زبان: English 
فرمت فایل : PDF (درصورت درخواست کاربر به PDF، EPUB یا AZW3 تبدیل می شود) 
حجم فایل: 29 مگابایت 

کلمات کلیدی مربوط به کتاب پیشرفت در بازیابی اطلاعات: سی و هفتمین کنفرانس اروپایی تحقیقات IR، ECIR 2015، وین، اتریش، 29 مارس - 2 آوریل 2015. مجموعه مقالات: علوم کامپیوتر، علوم کامپیوتر، داده کاوی، داده کاوی و کشف دانش، مدیریت پایگاه داده، مدیریت پایگاه داده، ذخیره سازی و بازیابی اطلاعات، سیستم های ذخیره سازی و بازیابی اطلاعات، برنامه های کاربردی سیستم های اطلاعات (شامل اینترنت)، سیستم های اطلاعات چند رسانه ای، سیستم های چند رسانه ای، رابط های کاربری و تعامل انسان با کامپیوتر، کتاب های الکترونیکی

در صورت تبدیل فایل کتاب Advances in Information Retrieval: 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings به فرمت های PDF، EPUB، AZW3، MOBI و یا DJVU می توانید به پشتیبان اطلاع دهید تا فایل مورد نظر را تبدیل نمایند.

توجه داشته باشید کتاب پیشرفت در بازیابی اطلاعات: سی و هفتمین کنفرانس اروپایی تحقیقات IR، ECIR 2015، وین، اتریش، 29 مارس - 2 آوریل 2015. مجموعه مقالات نسخه زبان اصلی می باشد و کتاب ترجمه شده به فارسی نمی باشد. وبسایت اینترنشنال لایبرری ارائه دهنده کتاب های زبان اصلی می باشد و هیچ گونه کتاب ترجمه شده یا نوشته شده به فارسی را ارائه نمی دهد.

توضیحاتی درمورد کتاب به خارجی

This book constitutes the proceedings of the 37th European Conference on IR Research, ECIR 2015, held in Vienna, Austria, in March/April 2015. The 44 full papers, 41 poster papers and 7 demonstrations presented together with 3 keynotes in this volume were carefully reviewed and selected from 305 submissions. The focus of the papers were on following topics:€ aggregated search and diversity, classification, cross-lingual and discourse, efficiency, evaluation, event mining and summarisation, information extraction, recommender systems, semantic and graph-based models, sentiment and opinion, social media, specific search tasks, temporal models and features, topic and document models, user behavior, € and reproducible IR.;Keynotes -- Still Haven't Found What I'm Looking For: Suggestions for Search Research -- Mining and Modeling Online Health Search -- What to do if you know everything? Studying human behavior in a virtual world -- Aggregated Search and Diversity -- Towards Query Level Resource Weighting For Diversified Query Expansion -- Exploring Composite Retrieval from the Users' Perspective -- Improving Aggregated Search Coherence -- On-topic Cover Stories from News Archives -- Classification -- Multi-Emotion Detection in User-Generated Reviews -- Classification of historical notary acts with noisy labels -- ConceptFusion: A Flexible Scene Classification Framework -- An Audio-Visual Approach to Music Genre Classiffcation through Affective Color Features -- Cross-Lingual and Discourse -- Multi-Modal Correlated Centroid Space for Multi-Lingual Cross-Modal Retrieval -- A Discourse Search Engine based on Rhetorical Structure Theory -- Knowledge-based Representation for Transductive Multilingual Document Classiffcation -- Distributional Correspondence Indexing for Cross-Language Text Categorization -- Effciency Adaptive Caching of Fresh Web Search Results -- Approximating Weighted Hamming Distance by Probabilistic Selection for Multiple Hash Table -- Graph Regularised Hashing -- Approximate Nearest-Neighbour Search with Inverted Signature Slice Lists -- Evaluation -- A Discriminative Approach to Predicting Assessor Accuracy -- WHOSE A Tool for Whole-Session Analysis in IIR -- Looking for Books in Social Media: An Analysis of Complex Search Requests -- How do Gain and Discount Functions Affect the Correlation between DCG and User Satisfaction? -- Different Rankers on Different Subcollections -- Retrievability Bias: A Comparison of Inequality Measures -- Judging Relevance Using Magnitude Estimation -- Event Mining and Summarisation -- Retrieving Time from Scanned Books -- A Noise-Filtering Approach for Spatio-Temporal Event Detection in Social Media -- Timeline Summarization from Relevant Headlines -- Information Extraction -- A Self-Training CRF Method for Recognizing Product Model Mentions in Web Forums -- Information Extraction Grammars -- Target-based Topic Model for Problem Phrase Extraction -- On Identifying Phrases Using Collection Statistics -- MIST: Top-k Approximate Sub-String Mining using Triplet Statistical Significance -- Recommender Systems -- Active Learning applied to Rating Elicitation for Incentive Purposes -- Entity-Centric Stream Filtering and ranking: Filtering and Unfilterable Documents -- Generating Music Playlists with Hierarchical Clustering and Q-Learning -- Time-sensitive Collaborative Filtering through Adaptive Matrix Completion -- Toward the New Item Problem: Context-enhanced Event Recommendation in Event-based Social Networks -- On the Infence of User Characteristics on Music Recommendation Algorithms -- A Study of Smoothing Methods for Relevance-Based Language Modelling of Recommender Systems -- The Power of Contextual Suggestion -- Semantic and Graph-Based Models -- Exploiting Semantic Annotations for Domain-Specific Entity Search -- Reachability Analysis of Graph Modelled Collections -- Main Core Retention on Graph-of-words for Single-Document Keyword Extraction -- Entity Linking for Web Search Queries -- Sentiment and Opinion -- Beyond Sentiment Analysis: Mining Defects and Improvements from Customer Feedback -- Measuring User Infuence, Susceptibility and Cynicalness in Sentiment Diffusion -- Automated Controversy Detection on the Web -- Learning Sentiment Based Ranked-Lexicons for Opinion Retrieval -- Topic-dependent sentiment classification on Twitter -- Learning Higher-Level Features with Convolutional Restricted Boltzmann Machines for Sentiment Analysis -- Social Media -- Towards Deep Semantic Analysis of Hashtags -- Chalk and Cheese in Twitter: Discriminating Personal and Organization Accounts -- Handling Topic Drift for Topic Tracking in Microblogs -- Detecting Location-centric Communities using Social-Spatial Links with Temporal Constraints -- Using Subjectivity Analysis to Improve Thread Retrieval in Online Forums -- Selecting Training Data for Learning-based Twitter Search -- Content-Based Similarity of Twitter Users -- Specific Search Tasks -- A Corpus of Realistic Known-Item Topics With Associated Web Pages in the ClueWeb09 -- Designing States, Actions, and Rewards for Using POMDP in Session Search -- Retrieving Medical Literature for Clinical Decision Support -- PatNet: A lexical database for the patent domain -- Learning to Rank Aggregated Answers for Crossword Puzzles -- Diagnose This If You Can: On the effectiveness of search engines in Finding medical self-diagnosis information -- Sources of Evidence for Automatic Indexing of Political Texts -- Automatically Assessing Wikipedia Article Quality by Exploiting Article-Editor Networks -- Temporal Models and Features -- Long time, no tweets! Time-aware personalised hashtag suggestion -- Temporal Multinomial Mixture for Instance-oriented Evolutionary Clustering -- Temporal Latent Topic User Profiles for Search Personalisation -- Document Priors Based On Time-Sensitive Social Signals -- Topic and Document Models -- Prediction of Venues in Foursquare using Flipped Topic Models -- Geographical Latent Variable Models for Microblog Retrieval -- Nonparametric Topic Modeling using Chinese Restaurant Franchise with Buddy Customers -- A Hierarchical Tree Model for Update Summarization -- Document Boltzmann Machines for Information Retrieval -- Effective Healthcare Advertising using Latent Dirichlet Allocation and Inference Engine -- User Behavior -- User simulations for interactive search: evaluating personalized query Suggestion -- The Impact of Query Interface Design on Stress, Workload and Performance -- Detecting Spam URLs in Social Media via Behavioral Analysis.-Predicting Re-Finding Activity and Diffculty -- User Behavior in Location Search on Mobile Devices -- Detecting the Eureka Effect in Complex Search -- Reproducible IR -- Twitter Sentiment Detection via Ensemble Classification Using -- Averaged Confidence Scores -- Reproducible Experiments on Lexical and Temporal Feedback for Tweet Search -- Rank-Biased Precision Reloaded: Reproducibility and Generalization -- Demonstrations -- Knowledge Journey Exhibit: Towards Age-Adaptive Search User Interfaces -- PopMeter: Linked-Entities in a Sentiment Graph -- Adaptive Faceted Ranking for Social Media Comments -- Signal: Advanced real-time information Filtering -- The iCrawl Wizard Supporting Interactive Focused Crawl Specification -- Linguistically-enhanced search over an open diachronic corpus -- From Context-Aware to Context-Based: Mobile Just-In-Time Retrieval of Cultural Heritage Objects -- Tutorials -- Visual Analytics for Information Retrieval Evaluation (VAIR~%#~127;E 2015) -- Measuring Document Retrievability -- A Formal Approach to Effectiveness Metrics for Information Access: Retrieval, Filtering, and Clustering -- Statistical Power Analysis for Sample Size Estimation in Information Retrieval Experiments with Users -- Join the Living Lab: Evaluating News Recommendations in Real-time -- Workshops -- 5th Workshop on Context-awareness in Retrieval and Recommendation (CaRR 2015) -- Multimodal Similar Case Retrieval in the Medical Domain -- Second International Workshop on Gamification for Information -- Retrieval (GamifIR) -- Supporting Complex Search Tasks -- Bibliometric-enhanced Information Retrieval: 2nd International BIR Workshop.

فهرست مطالب

Front Matter....Pages -
Towards Query Level Resource Weighting for Diversified Query Expansion....Pages 1-12
Exploring Composite Retrieval from the Users’ Perspective....Pages 13-24
Improving Aggregated Search Coherence....Pages 25-36
On-topic Cover Stories from News Archives....Pages 37-42
Multi-emotion Detection in User-Generated Reviews....Pages 43-48
Classification of Historical Notary Acts with Noisy Labels....Pages 49-54
ConceptFusion: A Flexible Scene Classification Framework....Pages 55-60
An Audio-Visual Approach to Music Genre Classification through Affective Color Features....Pages 61-67
Multi-modal Correlated Centroid Space for Multi-lingual Cross-Modal Retrieval....Pages 68-79
A Discourse Search Engine Based on Rhetorical Structure Theory....Pages 80-91
Knowledge-Based Representation for Transductive Multilingual Document Classification....Pages 92-103
Distributional Correspondence Indexing for Cross-Language Text Categorization....Pages 104-109
Adaptive Caching of Fresh Web Search Results....Pages 110-122
Approximating Weighted Hamming Distance by Probabilistic Selection for Multiple Hash Tables....Pages 123-134
Graph Regularised Hashing....Pages 135-146
Approximate Nearest-Neighbour Search with Inverted Signature Slice Lists....Pages 147-158
A Discriminative Approach to Predicting Assessor Accuracy....Pages 159-171
WHOSE – A Tool for Whole-Session Analysis in IIR....Pages 172-183
Looking for Books in Social Media: An Analysis of Complex Search Requests....Pages 184-196
How Do Gain and Discount Functions Affect the Correlation between DCG and User Satisfaction?....Pages 197-202
Different Rankers on Different Subcollections....Pages 203-208
Retrievability and Retrieval Bias: A Comparison of Inequality Measures....Pages 209-214
Judging Relevance Using Magnitude Estimation....Pages 215-220
Retrieving Time from Scanned Books....Pages 221-232
A Noise-Filtering Approach for Spatio-temporal Event Detection in Social Media....Pages 233-244
Timeline Summarization from Relevant Headlines....Pages 245-256
A Self-training CRF Method for Recognizing Product Model Mentions in Web Forums....Pages 257-264
Information Extraction Grammars....Pages 265-270
Target-Based Topic Model for Problem Phrase Extraction....Pages 271-277
On Identifying Phrases Using Collection Statistics....Pages 278-283
MIST: Top-k Approximate Sub-string Mining Using Triplet Statistical Significance....Pages 284-290
Active Learning Applied to Rating Elicitation for Incentive Purposes....Pages 291-302
Entity-Centric Stream Filtering and Ranking: Filtering and Unfilterable Documents....Pages 303-314
Generating Music Playlists with Hierarchical Clustering and Q-Learning....Pages 315-326
Time-Sensitive Collaborative Filtering through Adaptive Matrix Completion....Pages 327-332
Toward the New Item Problem: Context-Enhanced Event Recommendation in Event-Based Social Networks....Pages 333-338
On the Influence of User Characteristics on Music Recommendation Algorithms....Pages 339-345
A Study of Smoothing Methods for Relevance-Based Language Modelling of Recommender Systems....Pages 346-351
The Power of Contextual Suggestion....Pages 352-357
Exploiting Semantic Annotations for Domain-Specific Entity Search....Pages 358-369
Reachability Analysis of Graph Modelled Collections....Pages 370-381
Main Core Retention on Graph-of-Words for Single-Document Keyword Extraction....Pages 382-393
Entity Linking for Web Search Queries....Pages 394-399
Beyond Sentiment Analysis: Mining Defects and Improvements from Customer Feedback....Pages 400-410
Measuring User Influence, Susceptibility and Cynicalness in Sentiment Diffusion....Pages 411-422
Automated Controversy Detection on the Web....Pages 423-434
Learning Sentiment Based Ranked-Lexicons for Opinion Retrieval....Pages 435-440
Topic-Dependent Sentiment Classification on Twitter....Pages 441-446
Learning Higher-Level Features with Convolutional Restricted Boltzmann Machines for Sentiment Analysis....Pages 447-452
Towards Deep Semantic Analysis of Hashtags....Pages 453-464
Chalk and Cheese in Twitter: Discriminating Personal and Organization Accounts....Pages 465-476
Handling Topic Drift for Topic Tracking in Microblogs....Pages 477-488
Detecting Location-Centric Communities Using Social-Spatial Links with Temporal Constraints....Pages 489-494
Using Subjectivity Analysis to Improve Thread Retrieval in Online Forums....Pages 495-500
Selecting Training Data for Learning-Based Twitter Search....Pages 501-506
Content-Based Similarity of Twitter Users....Pages 507-512
A Corpus of Realistic Known-Item Topics with Associated Web Pages in the ClueWeb09....Pages 513-525
Designing States, Actions, and Rewards for Using POMDP in Session Search....Pages 526-537
Retrieving Medical Literature for Clinical Decision Support....Pages 538-549
 PatNet : A Lexical Database for the Patent Domain....Pages 550-555
Learning to Rank Aggregated Answers for Crossword Puzzles....Pages 556-561
Diagnose This If You Can....Pages 562-567
Sources of Evidence for Automatic Indexing of Political Texts....Pages 568-573
Automatically Assessing Wikipedia Article Quality by Exploiting Article–Editor Networks....Pages 574-580
Long Time, No Tweets! Time-aware Personalised Hashtag Suggestion....Pages 581-592
Temporal Multinomial Mixture for Instance-Oriented Evolutionary Clustering....Pages 593-604
Temporal Latent Topic User Profiles for Search Personalisation....Pages 605-616
Document Priors Based On Time-Sensitive Social Signals....Pages 617-622
Prediction of Venues in Foursquare Using Flipped Topic Models....Pages 623-634
Geographical Latent Variable Models for Microblog Retrieval....Pages 635-647
Nonparametric Topic Modeling Using Chinese Restaurant Franchise with Buddy Customers....Pages 648-659
A Hierarchical Tree Model for Update Summarization....Pages 660-665
Document Boltzmann Machines for Information Retrieval....Pages 666-671
Effective Healthcare Advertising Using Latent Dirichlet Allocation and Inference Engine....Pages 672-677
User Simulations for Interactive Search: Evaluating Personalized Query Suggestion....Pages 678-690
The Impact of Query Interface Design on Stress, Workload and Performance....Pages 691-702
Detecting Spam URLs in Social Media via Behavioral Analysis....Pages 703-714
Predicting Re-finding Activity and Difficulty....Pages 715-727
User Behavior in Location Search on Mobile Devices....Pages 728-733
Detecting the Eureka Effect in Complex Search....Pages 734-740
Twitter Sentiment Detection via Ensemble Classification Using Averaged Confidence Scores....Pages 741-754
Reproducible Experiments on Lexical and Temporal Feedback for Tweet Search....Pages 755-767
Rank-Biased Precision Reloaded: Reproducibility and Generalization....Pages 768-780
Knowledge Journey Exhibit: Towards Age-Adaptive Search User Interfaces....Pages 781-784
PopMeter: Linked-Entities in a Sentiment Graph....Pages 785-788
Adaptive Faceted Ranking for Social Media Comments....Pages 789-792
Signal: Advanced Real-Time Information Filtering....Pages 793-796
The iCrawl Wizard – Supporting Interactive Focused Crawl Specification....Pages 797-800
Linguistically-Enhanced Search over an Open Diachronic Corpus....Pages 801-804
From Context-Aware to Context-Based: Mobile Just-In-Time Retrieval of Cultural Heritage Objects....Pages 805-808
Visual Analytics for Information Retrieval Evaluation (VAIRË 2015)....Pages 809-812
A Tutorial on Measuring Document Retrievability....Pages 813-816
A Formal Approach to Effectiveness Metrics for Information Access: Retrieval, Filtering, and Clustering....Pages 817-821
Statistical Power Analysis for Sample Size Estimation in Information Retrieval Experiments with Users....Pages 822-825
Join the Living Lab: Evaluating News Recommendations in Real-Time....Pages 826-829
5th Workshop on Context-Awareness in Retrieval and Recommendation....Pages 830-833
Workshop Multimodal Retrieval in the Medical Domain (MRMD) 2015....Pages 834-837
Second International Workshop on Gamification for Information Retrieval (GamifIR’15)....Pages 838-840
Supporting Complex Search Tasks....Pages 841-844
Bibliometric-Enhanced Information Retrieval: 2nd International BIR Workshop....Pages 845-848
Back Matter....Pages -

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