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2010
ACM

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Web search/browse log mining: challenges, methods, and applications

13 years 11 months ago

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Huge amounts of search and browse log data has been accumulated in various search engines. Such massive search/browse log data, on the one hand, provides great opportunities to mi...

Daxin Jiang, Jian Pei, Hang Li

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Id	Views	Title	Status

1	552	Web search/browse log mining: challenges, methods, and applications	claim
2	540	Identifying featured articles in wikipedia: writing style matters	claim
3	474	Relational duality: unsupervised extraction of semantic relations between entities on the web	claim
4	424	Time is of the essence: improving recency ranking using Twitter data	claim
5	380	Automated object persistence for JavaScript	claim
6	374	Earthquake shakes Twitter users: real-time event detection by social sensors	claim
7	353	Selecting skyline services for QoS-based web service composition	claim
8	338	Hierarchical cluster visualization in web mapping systems	claim
9	329	Money, glory and cheap talk: analyzing strategic behavior of contestants in simultaneous crowdsourcing contests on TopCoder.com	claim
10	321	Atomate it! end-user context-sensitive automation using heterogeneous information sources on the web	claim
11	300	Automatic extraction of clickable structured web contents for name entity queries	claim
12	299	Matrix "Bit" loaded: a scalable lightweight join query processor for RDF data	claim
13	298	Beyond position bias: examining result attractiveness as a source of presentation bias in clickthrough data	claim
14	294	Actively predicting diverse search intent from user browsing behaviors	claim
15	291	Automated performance assessment for service-oriented middleware: a case study on BPEL engines	claim
16	281	Detection and analysis of drive-by-download attacks and malicious JavaScript code	claim
17	280	Equip tourists with knowledge mined from travelogues	claim
18	279	The anatomy of a large-scale social search engine	claim
19	276	Facetedpedia: dynamic generation of query-dependent faceted interfaces for wikipedia	claim
20	275	iRIN: image retrieval in image-rich information networks	claim
21	272	Diversifying web search results	claim
22	272	Empirical comparison of algorithms for network community detection	claim
23	272	Constructing travel itineraries from tagged geo-temporal breadcrumbs	claim
24	271	Cross-domain sentiment classification via spectral feature alignment	claim
25	267	Tracking the random surfer: empirically measured teleportation parameters in PageRank	claim
26	265	Find me if you can: improving geographical prediction with social and spatial proximity	claim
27	264	Smart caching for web browsers	claim
28	262	PageSense: style-wise web page advertising	claim
29	261	The social honeypot project: protecting online communities from spammers	claim
30	259	Factorizing personalized Markov chains for next-basket recommendation	claim
31	258	Analyzing content-level properties of the web adversphere	claim
32	257	CETR: content extraction via tag ratios	claim
33	256	Talking about data: sharing richly structured information through blogs and wikis	claim
34	255	SourceRank: relevance and trust assessment for deep web sources based on inter-source agreement	claim
35	255	Entity relation discovery from web tables and links	claim
36	255	Identifying spam link generators for monitoring emerging web spam	claim
37	250	Context-aware citation recommendation	claim
38	250	An information retrieval approach to spelling suggestion	claim
39	248	HTTP database connector (HDBC): RESTful access to relational databases	claim
40	246	Web-scale k-means clustering	claim
41	245	Collaborative location and activity recommendations with GPS history data	claim
42	245	Building a Usable and Accessible Semantic Web Interaction Platform	claim
43	244	Measurement-calibrated graph models for social network experiments	claim
44	244	Optimal rare query suggestion with implicit user feedback	claim
45	243	Privacy wizards for social networking sites	claim
46	242	Alhambra: a system for creating, enforcing, and testing browser security policies	claim
47	242	Expressive auctions for externalities in online advertising	claim
48	242	Malicious interface design: exploiting the user	claim
49	242	How useful are your comments?: analyzing and predicting youtube comments and comment ratings	claim
50	241	Exploiting social context for review quality prediction	claim
51	241	Diversifying landmark image search results by learning interested views from community photos	claim
52	240	Building taxonomy of web search intents for name entity queries	claim
53	239	Measurement and analysis of an online content voting network: a case study of Digg	claim
54	237	Distributed nonnegative matrix factorization for web-scale dyadic data analysis on mapreduce	claim
55	236	FormSys: form-processing web services	claim
56	235	Visualizing differences in web search algorithms using the expected weighted hoeffding distance	claim
57	234	A pattern tree-based approach to learning URL normalization rules	claim
58	233	Inferring relevant social networks from interpersonal communication	claim
59	233	TWC data-gov corpus: incrementally generating linked government data from data.gov	claim
60	233	Towards comment-based cross-media retrieval	claim
61	231	RankCompete: simultaneous ranking and clustering of web photos	claim
62	231	SNDocRank: document ranking based on social networks	claim
63	230	A scalable machine-learning approach for semi-structured named entity recognition	claim
64	230	Stop thinking, start tagging: tag semantics emerge from collaborative verbosity	claim
65	228	The anatomy of an ad: structured indexing and retrieval for sponsored search	claim
66	228	Sampling community structure	claim
67	227	Sampling high-quality clicks from noisy click data	claim
68	227	Clustering query refinements by user intent	claim
69	226	visKQWL, a visual renderer for a semantic web query language	claim
70	225	Visual structure-based web page clustering and retrieval	claim
71	224	Large-scale bot detection for search engines	claim
72	224	DSNotify: handling broken links in the web of data	claim
73	224	Data summaries for on-demand queries over linked data	claim
74	222	Inferring query intent from reformulations and clicks	claim
75	222	Object views: fine-grained sharing in browsers	claim
76	222	LINKREC: a unified framework for link recommendation with user attributes and graph structure	claim
77	222	Mining advertiser-specific user behavior using adfactors	claim
78	221	Access: news and blog analysis for the social sciences	claim
79	220	Not so creepy crawler: easy crawler generation with standard xml queries	claim
80	220	What is Twitter, a social network or a news media?	claim
81	220	New-web search with microblog annotations	claim
82	219	Modeling relationship strength in online social networks	claim
83	219	Randomization tests for distinguishing social influence and homophily effects	claim
84	218	Sketcha: a captcha based on line drawings of 3D models	claim
85	218	Distributing private data in challenged network environments	claim
86	218	A characterization of online browsing behavior	claim
87	216	Exploring web scale language models for search query processing	claim
88	216	Statistical models of music-listening sessions in social media	claim
89	215	SpotRank: a robust voting system for social news websites	claim
90	215	Using a model of social dynamics to predict popularity of news	claim
91	214	Competing for users' attention: on the interplay between organic and sponsored search results	claim
92	214	On the high density of leadership nuclei in endorsement social networks	claim
93	214	What are the most eye-catching and ear-catching features in the video?: implications for video summarization	claim
94	214	Enabling entity-based aggregators for web 2.0 data	claim
95	213	Autonomous resource provisioning for multi-service web applications	claim
96	213	Protocol-aware matching of web service interfaces for adapter development	claim
97	212	A framework for trust establishment and assessment on the web of data	claim
98	211	Evaluation Techniques for Generalized Path Pattern Queries on XML Data	claim
99	210	QuickSuggest: character prediction on web appliances	claim
100	209	Shout out: integrating news and reader comments	claim
101	209	Keyword search over key-value stores	claim
102	209	Anonymizing user profiles for personalized web search	claim
103	208	A contextual-bandit approach to personalized news article recommendation	claim
104	207	Antourage: mining distance-constrained trips from flickr	claim
105	206	Exploiting query reformulations for web search result diversification	claim
106	205	Keyword extraction for social snippets	claim
107	205	Detecting Wikipedia vandalism with active learning and statistical language models	claim
108	203	Predicting positive and negative links in online social networks	claim
109	203	Linking content in unstructured sources	claim
110	202	Implementing the media fragments URI specification	claim
111	201	Exploring searcher interactions for distinguishing types of commercial intent	claim
112	201	The paths more taken: matching DOM trees to search logs for accurate webpage clustering	claim
113	201	Highlighting disputed claims on the web	claim
114	200	A Wikipedia Matching Approach to Contextual Advertising	claim
115	199	Pusic: musicalize microblog messages for summarization and exploration	claim
116	198	A client-server architecture for state-dependent dynamic visualizations on the web	claim
117	197	b-Bit minwise hashing	claim
118	195	Live web search experiments for the rest of us	claim
119	194	A comparison of visual and textual page previews in judging the helpfulness of web pages	claim
120	193	Scalable discovery of contradictions on the web	claim
121	193	LCA-based selection for XML document collections	claim
122	193	Web-scale knowledge extraction from semi-structured tables	claim
123	192	Topic initiator detection on the world wide web	claim
124	192	Privacy in dynamic social networks	claim
125	191	Dynamic and graphical web page breakpoints	claim
126	191	Caching search engine results over incremental indices	claim
127	190	Using landing pages for sponsored search ad selection	claim
128	190	A refreshing perspective of search engine caching	claim
129	188	What is disputed on the web?	claim
130	188	Classification-enhanced ranking	claim
131	188	Exploiting content redundancy for web information extraction	claim
132	186	Hearsay: a new generation context-driven multi-modal assistive web browser	claim
133	185	RDF compression: basic approaches	claim
134	185	AdHeat: an influence-based diffusion model for propagating hints to match ads	claim
135	183	Max-cover in map-reduce	claim
136	182	Tagging and navigability	claim
137	180	Fine-grained privilege separation for web applications	claim
138	179	Debugging standard document formats	claim
139	179	Web-based framework for spatiotemporal screen real estate management of interactive public displays	claim
140	178	Generalized distances between rankings	claim
141	178	Structured audio podcasts via web text-to-speech system	claim
142	177	RESTler: crawling RESTful services	claim
143	176	How much is your personal recommendation worth?	claim
144	176	Sync kit: a persistent client-side database caching toolkit for data intensive websites	claim
145	176	Stochastic models for tabbed browsing	claim
146	175	Towards natural question guided search	claim
147	175	Finding influentials based on the temporal order of information adoption in twitter	claim
148	173	Regular expressions considered harmful in client-side XSS filters	claim
149	170	Reining in the web with content security policy	claim
150	169	Fast and parallel webpage layout	claim
151	169	Finding algorithms in scientific articles	claim
152	168	Mind the data skew: distributed inferencing by speeddating in elastic regions	claim
153	167	Efficient resource allocation and power saving in multi-tiered systems	claim
154	163	A novel traffic analysis for identifying search fields in the long tail of web sites	claim
155	162	Redundancy detection in service-oriented systems	claim
156	152	Mining discriminative items in multiple data streams	claim
157	148	Sig.ma: live views on the web of data	claim
158	146	Semantic lexicon adaptation for use in query interpretation	claim
159	146	Do you want to take notes?: identifying research missions in Yahoo! search pad	claim

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