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2009
ACM

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Smart Miner: a new framework for mining large scale web usage data

14 years 5 months ago

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In this paper, we propose a novel framework called SmartMiner for web usage mining problem which uses link information for producing accurate user sessions and frequent navigation...

Murat Ali Bayir, Ismail Hakki Toroslu, Ahmet Cosar...

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Id	Views	Title	Status

1	449	Smart Miner: a new framework for mining large scale web usage data	claim
2	365	Mining interesting locations and travel sequences from GPS trajectories	claim
3	247	Visual diversification of image search results	claim
4	235	Community gravity: measuring bidirectional effects by trust and rating on online social networks	claim
5	234	StatSnowball: a statistical approach to extracting entity relationships	claim
6	233	Large scale multi-label classification via metalabeler	claim
7	231	Matchbox: large scale online bayesian recommendations	claim
8	231	All your contacts are belong to us: automated identity theft attacks on social networks	claim
9	230	Collaborative filtering for orkut communities: discovery of user latent behavior	claim
10	229	Mining multilingual topics from wikipedia	claim
11	228	A class-feature-centroid classifier for text categorization	claim
12	227	Measuring the similarity between implicit semantic relations from the web	claim
13	224	Automated construction of web accessibility models from transaction click-streams	claim
14	223	Analysis of community structure in Wikipedia	claim
15	220	A geographical analysis of knowledge production in computer science	claim
16	220	Characterizing insecure javascript practices on the web	claim
17	213	Extracting article text from the web with maximum subsequence segmentation	claim
18	211	Computers and iphones and mobile phones, oh my!: a logs-based comparison of search users on different devices	claim
19	209	Incorporating site-level knowledge to extract structured data from web forums	claim
20	206	Mapping the world's photos	claim
21	206	Detecting image spam using local invariant features and pyramid match kernel	claim
22	206	Collective privacy management in social networks	claim
23	204	How opinions are received by online communities: a case study on amazon.com helpfulness votes	claim
24	203	Discovering users' specific geo intention in web search	claim
25	200	Learning to recognize reliable users and content in social media with coupled mutual reinforcement	claim
26	199	Web image retrieval reranking with multi-view clustering	claim
27	198	Adaptive bidding for display advertising	claim
28	198	Anycast-aware transport for content delivery networks	claim
29	195	Latent space domain transfer between high dimensional overlapping distributions	claim
30	195	Building term suggestion relational graphs from collective intelligence	claim
31	194	Efficient overlap and content reuse detection in blogs and online news articles	claim
32	192	Extracting community structure through relational hypergraphs	claim
33	190	Using static analysis for Ajax intrusion detection	claim
34	190	RuralCafe: web search in the rural developing world	claim
35	189	A dynamic bayesian network click model for web search ranking	claim
36	189	Advertising keyword generation using active learning	claim
37	189	Bid optimization for broad match ad auctions	claim
38	189	Securely implementing open geospatial consortium web service interface standards in oracle spatial	claim
39	189	Extracting data records from the web using tag path clustering	claim
40	186	A trust management framework for service-oriented environments	claim
41	185	Personalized recommendation on dynamic content using predictive bilinear models	claim
42	185	How much can behavioral targeting help online advertising?	claim
43	182	Probabilistic question recommendation for question answering communities	claim
44	181	Evaluating similarity measures for emergent semantics of social tagging	claim
45	181	Combining anchor text categorization and graph analysis for paid link detection	claim
46	181	Rapid development of spreadsheet-based web mashups	claim
47	180	What makes conversations interesting?: themes, participants and consequences of conversations in online social media	claim
48	180	A P2P based distributed services network for next generation mobile internet communications	claim
49	179	MASTH proxy: an extensible platform for web overload control	claim
50	177	The slashdot zoo: mining a social network with negative edges	claim
51	177	Exploiting web search to generate synonyms for entities	claim
52	176	Exploiting web search engines to search structured databases	claim
53	176	A game based approach to assign geographical relevance to web images	claim
54	175	Co-browsing dynamic web pages	claim
55	173	Click chain model in web search	claim
56	173	Online expansion of rare queries for sponsored search	claim
57	173	Bucefalo: a tool for intelligent search and filtering for web-based personal health records	claim
58	173	Instance-based probabilistic reasoning in the semantic web	claim
59	173	Gamesense	claim
60	172	The slashdot zoo: mining a social network with negative edges
61	171	Deducing trip related information from flickr	claim
62	170	Automatically assessing resource quality for educational digital libraries	claim
63	169	Tag ranking	claim
64	169	Understanding user's query intent with wikipedia	claim
65	168	General auction mechanism for search advertising	claim
66	168	Less talk, more rock: automated organization of community-contributed collections of concert videos	claim
67	166	Searching for events in the blogosphere	claim
68	166	Large scale integration of senses for the semantic web	claim
69	164	Estimating the impressionrank of web pages	claim
70	164	Rated aspect summarization of short comments	claim
71	163	Answering approximate queries over autonomous web databases	claim
72	163	A hybrid phish detection approach by identity discovery and keywords retrieval	claim
73	163	Playful tagging: folksonomy generation using online games	claim
74	162	A method of analyzing credibility based on LOD control of digital maps	claim
75	162	An effective semantic search technique using ontology	claim
76	161	Network analysis of collaboration structure in Wikipedia	claim
77	161	Semantic wiki aided business process specification	claim
78	159	Competitive analysis from click-through log	claim
79	158	Learning to tag	claim
80	157	The effects of source credibility ratings in a cultural heritage information aggregator	claim
81	157	Data quality in web archiving	claim
82	157	A search-based method for forecasting ad impression in contextual advertising	claim
83	155	Blog credibility ranking by exploiting verified content	claim
84	155	Combining global optimization with local selection for efficient QoS-aware service composition	claim
85	154	QuWi: quality control in Wikipedia	claim
86	154	Dataplorer: a scalable search engine for the data web	claim
87	154	Towards context-aware search by learning a very large variable length hidden markov model from search logs	claim
88	153	Sitemaps: above and beyond the crawl of duty	claim
89	153	Characterizing web-based video sharing workloads	claim
90	152	Enhancing diversity, coverage and balance for summarization through structure learning	claim
91	152	Threshold selection for web-page classification with highly skewed class distribution	claim
92	152	Tagommenders: connecting users to items through tags	claim
93	152	Bootstrapped extraction of class attributes	claim
94	151	Fast dynamic reranking in large graphs	claim
95	151	Relationalizing RDF stores for tools reusability	claim
96	151	An axiomatic approach for result diversification	claim
97	150	Identifying vertical search intention of query through social tagging propagation	claim
98	150	Using graphics processors for high performance IR query processing	claim
99	150	Why is the web loosely coupled?: a multi-faceted metric for service design	claim
100	150	C-SPARQL: SPARQL for continuous querying	claim
101	149	What's up CAPTCHA?: a CAPTCHA based on image orientation	claim
102	149	Search result re-ranking based on gap between search queries and social tags	claim
103	149	Crawling English-Japanese person-name transliterations from the web	claim
104	148	A probabilistic model based approach for blended search	claim
105	148	A general framework for adaptive and online detection of web attacks	claim
106	147	A densitometric analysis of web template content	claim
107	145	Crosslanguage blog mining and trend visualisation	claim
108	144	Learning consensus opinion: mining data from a labeling game	claim
109	143	Constructing folksonomies from user-specified relations on flickr	claim
110	142	Efficient application placement in a dynamic hosting platform	claim
111	142	Search shortcuts: driving users towards their goals	claim
112	142	Estimating web site readability using content extraction	claim
113	141	Evaluating brand value on the web	claim
114	141	Analyzing seller practices in a Brazilian marketplace	claim
115	141	Inferring private information using social network data	claim
116	141	Discovering the staring people from social networks	claim
117	141	Extracting key terms from noisy and multitheme documents	claim
118	140	Hybrid keyword search auctions	claim
119	139	Buzz-based recommender system	claim
120	138	Efficient interactive fuzzy keyword search	claim
121	138	Quicklink selection for navigational query results	claim
122	138	A measurement-driven analysis of information propagation in the flickr social network	claim
123	137	User generated content: how good is it?	claim
124	137	To join or not to join: the illusion of privacy in social networks with mixed public and private user profiles	claim
125	137	Releasing search queries and clicks privately	claim
126	136	Web 2.0: blind to an accessible new world	claim
127	136	idMesh: graph-based disambiguation of linked data	claim
128	136	Mining cultural differences from a large number of geotagged photos	claim
129	136	Social search and discovery using a unified approach	claim
130	135	User-centric content freshness metrics for search engines	claim
131	135	Compressed web indexes	claim
132	135	Highly scalable web applications with zero-copy data transfer	claim
133	135	A flight meta-search engine with metamorph	claim
134	134	Graph based crawler seed selection	claim
135	134	The web of nations	claim
136	133	An experimental study of large-scale mobile social network	claim
137	133	Performing grouping and aggregate functions in XML queries	claim
138	132	Behavioral profiles for advanced email features	claim
139	132	Near real time information mining in multilingual news	claim
140	132	Ranking user-created contents by search user's inclination in online communities	claim
141	131	Seller's credibility in electronic markets: a complex network based approach	claim
142	131	Query clustering using click-through graph	claim
143	131	Improved techniques for result caching in web search engines	claim
144	131	Purely URL-based topic classification	claim
145	131	Signaling emotion in tagclouds	claim
146	129	Detecting the origin of text segments efficiently	claim
147	129	Inverted index compression and query processing with optimized document ordering	claim
148	128	A declarative framework for semantic link discovery over relational data	claim
149	128	Detecting soft errors by redirection classification	claim
150	128	Unsupervised query categorization using automatically-built concept graphs	claim
151	128	Rare item detection in e-commerce site	claim
152	128	Mashroom: end-user mashup programming using nested tables	claim
153	127	Social search in "Small-World" experiments	claim
154	127	Cascading style sheets: a novel approach towards productive styling with today's standards	claim
155	127	A flexible dialogue system for enhancing web usability	claim
156	127	Test case prioritization for regression testing of service-oriented business applications	claim
157	126	The recurrence dynamics of social tagging	claim
158	126	Is there anything worth finding on the semantic web?	claim
159	126	Network-aware forward caching	claim
160	125	Triplify: light-weight linked data publication from relational databases	claim
161	125	REST-based management of loosely coupled services	claim
162	124	Ranking community answers via analogical reasoning	claim
163	124	Ranking and classifying attractiveness of photos in folksonomies	claim
164	124	Graffiti: node labeling in heterogeneous networks	claim
165	123	Towards intent-driven bidterm suggestion	claim
166	123	Rapid prototyping of semantic mash-ups through semantic web pipes	claim
167	122	SOFIE: a self-organizing framework for information extraction	claim
168	122	Why are moved web pages difficult to find?: the WISH approach	claim
169	122	Raise semantics at the user level for dynamic and interactive SOA-based portals	claim
170	121	Towards language-independent web genre detection	claim
171	120	Predicting click through rate for job listings	claim
172	119	Automatic web service composition with abstraction and refinement	claim
173	118	Content hole search in community-type content	claim
174	118	Automatically filling form-based web interfaces with free text inputs	claim
175	117	Modeling semantics and structure of discussion threads	claim
176	117	Automated synthesis of composite services with correctness guarantee	claim
177	117	Visualization of Geo-annotated pictures in mobile phones	claim
178	115	Privacy preserving frequency capping in internet banner advertising	claim
179	115	Discovering user profiles	claim
180	114	The value of socially tagged urls for a search engine	claim
181	114	Tag-oriented document summarization	claim
182	114	XQuery in the browser	claim
183	112	Where to adapt dynamic service compositions	claim
184	112	Privacy diffusion on the web: a longitudinal perspective	claim
185	111	Nearest-neighbor caching for content-match applications	claim
186	110	Scrolling behaviour with single- and multi-column layout	claim
187	109	Web-scale classification with naive bayes	claim
188	109	Web service derivatives	claim
189	108	Spatio-temporal models for estimating click-through rate	claim
190	106	Deriving music theme annotations from user tags	claim
191	106	News article extraction with template-independent wrapper	claim
192	104	Link based small sample learning for web spam detection	claim
193	104	OpenRuleBench: an analysis of the performance of rule engines	claim
194	103	Web content accessibility guidelines: from 1.0 to 2.0	claim
195	103	A messaging API for inter-widgets communication	claim
196	103	Interactive search in XML data	claim
197	102	Towards lightweight and efficient DDOS attacks detection for web server	claim
198	102	PAKE-based mutual HTTP authentication for preventing phishing attacks	claim
199	102	Retaining personal expression for social search	claim
200	100	Rethinking email message and people search	claim
201	97	sMash: semantic-based mashup navigation for data API network	claim
202	94	Reliability analysis using weighted combinational models for web-based software	claim

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