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Mining anchor text for query refinement

Reiner Kraft, Jason Zien
2004 Proceedings of the 13th conference on World Wide Web - WWW '04  
We propose a new method for automatically generating refinements or related terms to queries by mining anchor text for a large hypertext document collection.  ...  We show that the usage of anchor text as a basis for query refinement produces high quality refinement suggestions that are significantly better in terms of perceived usefulness compared to refinements  ...  We show that for the particular application of providing query refinements or suggesting related queries, our algorithms based on mining anchor text outperformed algorithms based on mining the document  ... 
doi:10.1145/988672.988763 dblp:conf/www/KraftZ04 fatcat:lst6ciyoobghjkr3qsfn74m2g4

Link Analysis to discover relevant documents using Information Retrieval

Hemangini S., Apurva A.
2019 International Journal of Computer Applications  
It is a fertile area for web mining research; an emerging challenge for web mining is the problem of mining richly qualitative documents, where the objects are linked via multiple types of relations.  ...  These links provide additional context that can be helpful for web mining tasks.  ...  An approach to automatically extracting the web query terms through mining the Web anchor texts to finding effectiveness of a link-based ranking method.  ... 
doi:10.5120/ijca2019918827 fatcat:2jgxeagzhveeho3cys5e6esevu

University of Glasgow at the NTCIR-9 Intent task: Experiments with Terrier on Subtopic Mining and Document Ranking

Rodrygo L. T. Santos, Craig Macdonald, Iadh Ounis
2011 NTCIR Conference on Evaluation of Information Access Technologies  
In the subtopic mining subtask, we experiment with a novel data-driven approach for ranking reformulations of an ambiguous query.  ...  We describe our participation in the subtopic mining and document ranking subtasks of the NTCIR-9 Intent task, for both Chinese and Japanese languages.  ...  are needed to mine effective subtopics from anchor-text.  ... 
dblp:conf/ntcir/SantosMO11 fatcat:utdx4myalre35jmpvu65rfl7ba

Mining Enterprise Websites for Association Thesaurus Construction

Luciano Barbosa
2013 International Workshop on the Web and Databases  
This paper presents a novel approach that mines these graphs in order to build association thesauri for enterprises.  ...  We evaluated the association thesauri produced by our technique in the query suggestion scenario.  ...  [3] presents a different approach that mines anchors texts from shopping websites (as e.g. ebay) for query expansion.  ... 
dblp:conf/webdb/Barbosa13 fatcat:jbe4y7r3mbeote2nv5dmzbzzmm

Exploring the use of labels to shortcut search trails

Ryen W. White, Raman Chandrasekar
2010 Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '10  
In this poster we present a comparative oracle study of techniques to shortcut sub-optimal search trails using labels derived from social bookmarking, anchor text, query logs, and a human-computation game  ...  Trail shortcuts help users bypass unnecessary queries and get them to their desired destination faster.  ...  Anchor Text: Anchor text refers to the visible, clickable text (often underlined) in a hyperlink on a Web page.  ... 
doi:10.1145/1835449.1835628 dblp:conf/sigir/WhiteC10 fatcat:jwekbb4anvfszci5vdzsjekhwa

ICTNET at Web Track 2010 Diversity Task

Yuanhai Xue, Zeying Peng, Xiaoming Yu, Yue Liu, Hongbo Xu, Xueqi Cheng
2010 Text Retrieval Conference  
The same settings as the ad-hoc task were adopted for retrieval. Different clustering methods which were then applied on different fields are elaborated. Query expansion techniques are presented next.  ...  We appreciate the efforts of all assessors for judging the runs. This work is supported by NSF of China Grants No. 60933005, No.  ...  For anchor text, the following method was used to cluster them.  ... 
dblp:conf/trec/XuePYLXC10 fatcat:ehcyvboqmzbmxkkzkbiz27nw5u

HITSCIR System in NTCIR-9 Subtopic Mining Task

Wei Song, Yu Zhang, Handong Gao, Ting Liu, Sheng Li
2011 NTCIR Conference on Evaluation of Information Access Technologies  
Secondly, Affinity Propagation algorithm is applied for clustering these query intent candidates. It could decide the number of clusters automatically.  ...  The NTCIR-9 evaluation results show that our system could effectively mine query intents with good relevance, diversity and readability.  ...  We adopt similar method to extract query intent phrases from anchor texts. In detail, we used all anchor texts in the SogouT corpus and extracted the anchor texts containing original query key words.  ... 
dblp:conf/ntcir/SongZGLL11 fatcat:wcykfzqtczhelly4cjxm4hc46a

Web Search and Browse Log Mining: Challenges, Methods, and Applications [chapter]

Daxin Jiang
2011 Lecture Notes in Computer Science  
data alone: ~80% accuracy -Combining anchor text and click-through: ~90% accuracy Lee, U. et al.  ...  Classifying User Goals Using Log Data and Anchor Data • Only two categories considered, i.e., navigational and informational • Results -Using anchor text data alone: ~75% accuracy -Using click-through  ...  Mining rich session context to improve web search. KDD'09.  ... 
doi:10.1007/978-3-642-20152-3_42 fatcat:r23eolebifbqrdrx4lnnfrnkha

An Improvement of Link Analysis Algorithm to Mine Pertinent Links: Weighted HITS Algorithm based on additive fusion of graphs by Query Similarity

Hemangini S., Apurva A.
2020 International Journal of Computer Applications  
Experimental results provided evidences that weighted input to HITs (WHITs) returns unique rankings for authoritative pages, for link anchors and link titles which are similar to query term.  ...  Generally, short term queries matches to link anchors and titles.  ...  HITs algorithm is most important for mining link structure for web search as it is query reliant. It determines the importance of pages among esteem to a specified query.  ... 
doi:10.5120/ijca2020920232 fatcat:ikqw4ubnjre7jndpcshdqsjbpu

Effective Retrival of Data from E-mail Corpus for Digital Investigations

S. Gowri, G. S. Anandha Mala
2015 Indian Journal of Science and Technology  
Hence a system is initiated using digital textual data mining standards for configuration and execution, which enhances IIR (Intelligent Information Retrieval) viability in digital forensics.  ...  There are numerous imperative digital text based proofs, some of which are SMS (Short Message Services), messages, mails, chat logs, etc.  ...  Query coincidence with anchor text 3. Proximity measures 4. Query term order 5.  ... 
doi:10.17485/ijst/2015/v8is9/43102 fatcat:hexikdfmjne5vdmzkheap6naaa

Translating unknown queries with web corpora for cross-language information retrieval

Pu-Jen Cheng, Jei-Wen Teng, Ruei-Cheng Chen, Jenq-Haur Wang, Wen-Hsiang Lu, Lee-Feng Chien
2004 Proceedings of the 27th annual international conference on Research and development in information retrieval - SIGIR '04  
We propose an online translation approach to determine effective translations for unknown query terms via mining of bilingual search-result pages obtained from Web search engines.  ...  It is crucial for cross-language information retrieval (CLIR) systems to deal with the translation of unknown queries 1 due to that real queries might be short.  ...  We thank Sukil Kim M.D. and Shih-Jui Lin for their support of this work in examining Japanese and Korean translations.  ... 
doi:10.1145/1008992.1009020 dblp:conf/sigir/ChengTCWLC04 fatcat:4orhlrrxpjatzogacrtroubibi

DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer [article]

Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Bo Du, Dacheng Tao
2022 arXiv   pre-print
As for the model architecture, the formulation of queries used in decoder has not been fully explored by previous methods.  ...  In this paper, we propose a concise dynamic point scene text detection Transformer network termed DPText-DETR, which directly uses point coordinates as queries and dynamically updates them between decoder  ...  In contrast, previous method [44] directly adopts the anchor boxes information to generate positional queries. Therefore, it is hard to perform refinement between decoder layers.  ... 
arXiv:2207.04491v1 fatcat:vtj5nc2zxzfalesiz55rwfo5cu

Mining Anchor Text Trends for Retrieval [chapter]

Na Dai, Brian D. Davison
2010 Lecture Notes in Computer Science  
Historical trends of anchor text importance have not been well modeled in anchor text weighting strategies.  ...  In this paper, we propose a novel temporal anchor text weighting method to incorporate the trends of anchor text creation over time, which combines historical weights of anchor text by propagating the  ...  Anchor text can also be important to other tasks, such as query intent classification [15] , query refinement [14] , query translation [17] and so on.  ... 
doi:10.1007/978-3-642-12275-0_14 fatcat:64gjxxfd7rcpxpapf2hotero6m

Discovery of Entity Synonym Using Anchor Text and URLs

Mamta Kathuria, Anurahda Singh, C. K. Nagpal, Neelam Duhan
2017 International Journal of Future Generation Communication and Networking  
This paper is also an effort in this direction and creates a rich set of entity synonyms for a given entity using inbound anchor text and URLs.  ...  Therefore, every search engine will have to create its own mechanism for finding the entity synonyms of a particular entity in order to properly answer the users' queries, the process being known as entity  ...  The work can be further refined by the augmentation of synonyms retrieved from query log.  ... 
doi:10.14257/ijfgcn.2017.10.11.03 fatcat:6mcogw73rbabrfqse3ofay6jay

Automatic construction of parallel English-Chinese corpus for cross-language information retrieval

Jiang Chen, Jian-Yun Nie
2000 Proceedings of the sixth conference on Applied natural language processing -  
In this paper we first describe a parallel text mining system that finds parallel texts automatically on the Web.  ...  The generated Chinese-English parallel corpus is used to train a probabilistic translation model which translates queries for Chinese-English cross-language information retrieval (CLIR).  ...  These are usually indicated by those links' anchor texts 1. For example, on some English page there may be a link to its Chinese version with the anchor text "Chinese Version" or "in Chinese".  ... 
doi:10.3115/974147.974151 dblp:conf/anlp/ChenN00 fatcat:nmv5en5vcvccpnezr57oamio2a
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