Search results for "clickstream"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
85	Anália Lourenço, Orlando Belo	Applying Clickstream Data Mining to Real-Time Web Crawler Detection and Containment Using ClickTips Platform.	GfKl	2006	DBLP DOI BibTeX RDF
75	I-Hsien Ting, Lillian Clark, Chris Kimble, Daniel Kudenko, Peter C. Wright	APD-A Tool for Identifying Behavioural Patterns Automatically from Clickstream Data.	KES (2)	2007	DBLP DOI BibTeX RDF	Browsing Behaviour, Web Usage Mining, Clickstream Data, Traversal Pattern
70	Fabrício Benevenuto, Tiago Rodrigues, Meeyoung Cha, Virgílio A. F. Almeida	Characterizing user behavior in online social networks.	Internet Measurement Conference	2009	DBLP DOI BibTeX RDF	silent activity, social network aggregator, browsing, user behavior, online social networks, session, clickstream
70	Balaji Padmanabhan, Zhiqiang (Eric) Zheng, Steven Orla Kimbrough	Personalization from incomplete data: what you don't know can hurt.	KDD	2001	DBLP DOI BibTeX RDF	probabilistic clipping, learning, personalization, Incomplete data, data preprocessing, clickstream data
69	H. Hannah Inbarani, K. Thangavel	Mining and Analysis of Clickstream Patterns.	Foundations of Computational Intelligence (6)	2009	DBLP DOI BibTeX RDF	Ant-Clustering, Rough K-Means, Clustering, K-Means, Clickstreams
69	Juhnyoung Lee, Mark Podlaseck	Visualization and Analysis of Clickstream Data of Online Stores with a Parallel Coordinate System.	EC-Web	2000	DBLP DOI BibTeX RDF
59	Toshihiko Yamakami	Markov Model Based Mobile Clickstream Analysis with Sub-day, Day and Week-Scale Transitions.	KES (3)	2007	DBLP DOI BibTeX RDF	Mobile clickstream, Sub-day scale behaviors, temporal knowledge
59	Dong-Ho Kim, Il Im, Vijayalakshmi Atluri, Michael Bieber, Nabil R. Adam, Yelena Yesha	A clickstream-based collaborative filtering personalization model: towards a better performance.	WIDM	2004	DBLP DOI BibTeX RDF	collaborative filtering recommendation, default model, sequential association rule, clustering, performance, association rule, Markov model, precision, hybrid model, recall, personalization model, clickstream, F measure
54	Birgit Weischedel, Eelko K. R. E. Huizingh	Website optimization with web metrics: a case study.	ICEC	2006	DBLP DOI BibTeX RDF	server log, website optimization, measures, case study, web metrics, clickstream data
54	Subhajyoti Bandyopadhyay, Alok R. Chaturvedi	Establishing a Framework for Analyzing Market Power in E-Retailing: An Empirical Study.	HICSS	2001	DBLP DOI BibTeX RDF	market power, metrics of market power in electronic commerce, Electronic commerce, web metrics, online retailing, clickstream data
53	Zhiyong Zhang, Olfa Nasraoui	Efficient Hybrid Web Recommendations Based on Markov Clickstream Models and Implicit Search.	Web Intelligence	2007	DBLP DOI BibTeX RDF
43	Yanbin Liu, Ping Yuan	A Study of User Downloading Behavior in Mobile Internet Using Clickstream Data.	IITSI	2010	DBLP DOI BibTeX RDF	downloading behavior, visit frequency, Mobile Internet, clickstream data
43	Toshihiko Yamakami	Inter-service revisit analysis of three user groups using intra-day behavior in the mobile clickstream.	ICHIT	2009	DBLP DOI BibTeX RDF	clustering, mobile internet, clickstream
43	Jeffrey Brainerd, Barry G. Becker	Case Study: E-Commerce Clickstream Visualization.	INFOVIS	2001	DBLP DOI BibTeX RDF	E-Commerce clickstream visualization, web site visualization, graph visualization
38	George Forman, Evan Kirshenbaum, Shyamsundar Rajaram	A novel traffic analysis for identifying search fields in the long tail of web sites.	WWW	2010	DBLP DOI BibTeX RDF	machine learning classification, active learning, web data mining, clickstream analysis
38	Riddhiman Ghosh, Jhilmil Jain, Mohamed Dekhil	Brickstreams: physical hypermedia driven customer insight.	HT	2010	DBLP DOI BibTeX RDF	customer insight, physical hypermedia, clickstream analysis
38	Narayanan Sadagopan, Jie Li	Characterizing typical and atypical user sessions in clickstreams.	WWW	2008	DBLP DOI BibTeX RDF	web search, outlier detection, clickstream analysis
38	Nils Kammenhuber, Julia Luxenburger, Anja Feldmann, Gerhard Weikum	Web search clickstreams.	Internet Measurement Conference	2006	DBLP DOI BibTeX RDF	HTTP traces, web search, markov model, clickstream
38	Petra Perner, G. Fiss	Intelligent E-marketing with Web Mining, Personalization, and User-Adpated Interfaces.	ICDM	2002	DBLP DOI BibTeX RDF	User-Adapted Interfaces, Data Mining, E-Commerce, User Profiling, Recommendation, Clickstream analysis
37	Cristina Wanzeller, Orlando Belo	Improving Effectiveness on Clickstream Data Mining.	ICDM	2006	DBLP DOI BibTeX RDF
37	Srinidhi Kannappady, Sudhir P. Mudur, Nematollaah Shiri	Clickstream Visualization Based on Usage Patterns.	ICVGIP	2006	DBLP DOI BibTeX RDF
37	Jia Hu 0002, Ning Zhong 0001	Clickstream Log Acquisition with Web Farming.	Web Intelligence	2005	DBLP DOI BibTeX RDF
37	Dong-Ho Kim, Il Im, Vijayalakshmi Atluri	A Clickstream-Based Collaborative Filtering Recommendation Model for E-Commerce.	CEC	2005	DBLP DOI BibTeX RDF
37	Erika Blanc, Paolo Giudici	Sequence Rules for Web Clickstream Analysis.	ICDM	2002	DBLP DOI BibTeX RDF
32	Avi Harel, Ron S. Kenett, Fabrizio Ruggeri 0001	Decision Support for User Interface Design: Usability Diagnosis by Time Analysis of the User Activity.	COMPSAC	2008	DBLP DOI BibTeX RDF	Seven Layers, DSUID, Usability, Bayesian Networks, Markov Models
32	Rajan M. Lukose, Jiye Li, Jing Zhou, Satyanarayana Raju Penmetsa	Learning User Purchase Intent from User-Centric Data.	PAKDD	2008	DBLP DOI BibTeX RDF
32	Anália Lourenço, Orlando Belo	Catching web crawlers in the act.	ICWE	2006	DBLP DOI BibTeX RDF	data webhousing, web usage mining, web crawler, traverse patterns
32	Jan Peter Patist	A Fast Implementation of the EM Algorithm for Mixture of Multinomials.	ADMA	2006	DBLP DOI BibTeX RDF
32	Toshihiko Yamakami	A Zipf-Like Distribution of Popularity and Hits in the Mobile Web Pages with Short Life Time.	PDCAT	2006	DBLP DOI BibTeX RDF
32	Kamal Ali, Steven P. Ketchpel	Golden Path Analyzer: using divide-and-conquer to cluster Web clickstreams.	KDD	2003	DBLP DOI BibTeX RDF	clustering, Web-mining, divide-and-conquer
22	Riina Vuorikari, Martin Sillaots, Silvia Panzavolta, Rob Koper	Are Tags from Mars and Descriptors from Venus? A Study on the Ecology of Educational Resource Metadata.	ICWL	2009	DBLP DOI BibTeX RDF	Learning resource metadata, evaluation, tags, folksonomy, thesaurus, clickstream
22	Fabian Schneider 0001, Anja Feldmann, Balachander Krishnamurthy, Walter Willinger	Understanding online social network usage from a network perspective.	Internet Measurement Conference	2009	DBLP DOI BibTeX RDF	feature popularity, session characteristics, http, user interactions, network measurement, online social networks, clickstream analysis
22	Toshihiko Yamakami	A User-Perceived Freshness Clustering Method to Identify Three Subgroups in Mobile Internet Users.	MUE	2008	DBLP DOI BibTeX RDF	classification, Mobile internet, clickstream
22	Harald Weinreich, Hartmut Obendorf, Eelco Herder, Matthias Mayer	Off the beaten tracks: exploring three aspects of web navigation.	WWW	2006	DBLP DOI BibTeX RDF	browser interfaces, clickstream study, navigation, user modeling, hypertext
22	Olfa Nasraoui, Osmar R. Zaïane, Myra Spiliopoulou, Bamshad Mobasher, Brij M. Masand, Philip S. Yu	WebKDD 2005: web mining and web usage analysis post-workshop report.	SIGKDD Explor.	2005	DBLP DOI BibTeX RDF	mining evolving web data, recommender systems, personalization, web mining, profiling, clickstream analysis
22	Guoling Lao, Ying Tang	The application of data warehousing in e-business environment and case study.	ICEC	2005	DBLP DOI BibTeX RDF	OLAP, e-business, data warehousing, ETL, clickstream data
21	Narjes Rohani, Behnam Rohani, Areti Manataki	ClickTree: A Tree-based Method for Predicting Math Students' Performance Based on Clickstream Data.	CoRR	2024	DBLP DOI BibTeX RDF
21	Fatemeh Ehsani, Monireh Hosseini	Customer purchase prediction in electronic markets from clickstream data using the Oracle meta-classifier.	Oper. Res.	2024	DBLP DOI BibTeX RDF
21	Virgilijus Sakalauskas, Dalia Kriksciuniene	Personalized Advertising in E-Commerce: Using Clickstream Data to Target High-Value Customers.	Algorithms	2024	DBLP DOI BibTeX RDF
21	Arnab Chakraborty, Vikas Raturi, Shrutendra Harsola	BBE-LSWCM: A Bootstrapped Ensemble of Long and Short Window Clickstream Models.	COMAD/CODS	2024	DBLP DOI BibTeX RDF
21	Gautam Pal, Katie Atkinson, Gangmin Li	Real-time user clickstream behavior analysis based on apache storm streaming.	Electron. Commer. Res.	2023	DBLP DOI BibTeX RDF
21	Hongming Gao, Hongwei Liu, Weizhen Lin, Chunfeng Chen	Graph-theoretic approach to detecting real-time intents within purchase conversion funnel using clickstream data.	Kybernetes	2023	DBLP DOI BibTeX RDF
21	Huy Minh Huynh, Bay Vo, Zuzana Komínková Oplatková, Witold Pedrycz	An Approach for Incremental Mining of Clickstream Patterns as a Service Application.	IEEE Trans. Serv. Comput.	2023	DBLP DOI BibTeX RDF
21	Zhanming Wen, Weizhen Lin, Hongwei Liu	Machine-Learning-Based Approach for Anonymous Online Customer Purchase Intentions Using Clickstream Data.	Syst.	2023	DBLP DOI BibTeX RDF
21	Taihe Cao, Zhaoli Zhang, Wenli Chen, Jiangbo Shu	Utilizing clickstream data to reveal the time management of self-regulated learning in a higher education online learning environment.	Interact. Learn. Environ.	2023	DBLP DOI BibTeX RDF
21	Ozan Rasit Yürüm, Soner Yildirim, Tugba Taskaya-Temizel	An intervention framework for developing interactive video lectures based on video clickstream behavior: a quasi-experimental evaluation.	Interact. Learn. Environ.	2023	DBLP DOI BibTeX RDF
21	Ozan Rasit Yürüm, Tugba Taskaya-Temizel, Soner Yildirim	The use of video clickstream data to predict university students' test performance: A comprehensive educational data mining approach.	Educ. Inf. Technol.	2023	DBLP DOI BibTeX RDF
21	Sultan Almalki, Prosenjit Chatterjee, Kaushik Roy 0003	Continuous Authentication Using Mouse Clickstream Data Analysis.	CoRR	2023	DBLP DOI BibTeX RDF
21	Melina Zavali, Ewelina Lacka, Johannes De Smedt	Shopping Hard or Hardly Shopping: Revealing Consumer Segments Using Clickstream Data.	IEEE Trans. Engineering Management	2023	DBLP DOI BibTeX RDF
21	Wael Jabr, Abhijeet Ghoshal, Yichen Cheng, Paul A. Pavlou	Maximizing Online Revisiting and Purchasing: A Clickstream-Based Approach to Enhancing Customer Lifetime Value.	J. Manag. Inf. Syst.	2023	DBLP BibTeX RDF
21	Juan Manuel García Sánchez, Xavier Vilasís-Cardona, Alvaro Garcia-Piquer, Alexandre Lerma Martín	Data Mining Car Configurator Clickstream Data to Identify Potential Consumers: A Genetic Algorithm Approach.	ICAISC (1)	2023	DBLP DOI BibTeX RDF
21	Patrick Seeling, Michael P. McGarry, Matthew R. Johnson 0001	Reveal Online Learning Clickstream Data to Provide Actionable Intelligence.	FIE	2023	DBLP DOI BibTeX RDF
21	Kui Xiao, Xueyan Pan, Yan Zhang, Xiaohui Tao, Zhifang Huang	Predicting Learners' Performance Using MOOC Clickstream.	ADMA (4)	2023	DBLP DOI BibTeX RDF
21	Erdi Olmezogullari, Mehmet S. Aktas	Pattern2Vec: Representation of clickstream data sequences for learning user navigational behavior.	Concurr. Comput. Pract. Exp.	2022	DBLP DOI BibTeX RDF
21	Huy Minh Huynh, Loan T. T. Nguyen, Bay Vo, Zuzana Komínková Oplatková, Philippe Fournier-Viger, Unil Yun	An efficient parallel algorithm for mining weighted clickstream patterns.	Inf. Sci.	2022	DBLP DOI BibTeX RDF
21	Stefan Vamosi, Michael Platzer, Thomas Reutterer	AI-based Re-identification of Behavioral Clickstream Data.	CoRR	2022	DBLP BibTeX RDF
21	Xin Wang, Serdar Kadioglu	Dichotomic Pattern Mining with Applications to Intent Prediction from Semi-Structured Clickstream Datasets.	CoRR	2022	DBLP BibTeX RDF
21	Konomu Dobashi, Curtis P. Ho, Catherine P. Fulford, Meng Fen Grace Lin, Christina Higa	Synchronization Ratio of Time-Series Cross-Section and Teaching Material Clickstream for Visualization of Student Engagement.	AIED (2)	2022	DBLP DOI BibTeX RDF
21	Yilmazcan Özyurt, Tobias Hatt, Ce Zhang 0001, Stefan Feuerriegel	A Deep Markov Model for Clickstream Analytics in Online Shopping.	WWW	2022	DBLP DOI BibTeX RDF
21	Abdulrahman Alamoudi, Faramarz Fekri, Mohamed A. Mohandes, Bo Liu 0041	Mining and Predicting Users Clickstream Patterns from Noisy Interleaving Clicks.	GLOBECOM	2022	DBLP DOI BibTeX RDF
21	Breanne Crockett	Measuring Students' Engagement with Digital Interactive Textbooks by Analyzing Clickstream Data.	AAAI	2022	DBLP DOI BibTeX RDF
21	Hua Zhang	Research on Online E-business User Data Mining Based on Clickstream Data.	IPEC	2022	DBLP DOI BibTeX RDF
21	Bay Vo, Huy-Cuong Nguyen, Bao Huynh, Tuong Le	Efficient Methods for Clickstream Pattern Mining on Incremental Databases.	IEEE Access	2021	DBLP DOI BibTeX RDF
21	Young Kwark, Gene Moo Lee, Paul A. Pavlou, Liangfei Qiu	On the Spillover Effects of Online Product Reviews on Purchases: Evidence from Clickstream Data.	Inf. Syst. Res.	2021	DBLP DOI BibTeX RDF
21	Ahmed Ali Mubarak, Han Cao 0003, Weizhen Zhang, Wenli Zhang	Visual analytics of video-clickstream data and prediction of learners' performance using deep learning models in MOOCs' courses.	Comput. Appl. Eng. Educ.	2021	DBLP DOI BibTeX RDF
21	Cong Jin	Dropout prediction model in MOOC based on clickstream data and student sample weight.	Soft Comput.	2021	DBLP DOI BibTeX RDF
21	Bao Huynh, Loan T. T. Nguyen, Huy Minh Huynh, Adrianna Kozierkiewicz, Unil Yun, Zuzana Komínková Oplatková, Bay Vo	A Novel Approach for Mining Closed Clickstream Patterns.	Cybern. Syst.	2021	DBLP DOI BibTeX RDF
21	Mostafa Mohammed, Clifford A. Shaffer	Clickstream Data from a Formal Languages eTextbook (Abstract).	EDM (Workshops)	2021	DBLP BibTeX RDF
21	Cheng Hu, Kui Xiao, Zesong Wang, Shihui Wang, Qifeng Li	Extracting Prerequisite Relations Among Wikipedia Concepts Using the Clickstream Data.	KSEM	2021	DBLP DOI BibTeX RDF
21	Konomu Dobashi	Real-Time Web Scraping for Analyzing Moodle Course Material Clickstream.	ITHET	2021	DBLP DOI BibTeX RDF
21	Manav Gumber, Apoorv Jain, A. L. Amutha	Predicting Customer Behavior by Analyzing Clickstream Data.	ICCCSP	2021	DBLP DOI BibTeX RDF
21	Gaurav Misra, Matteo Migliavacca, Fernando E. B. Otero	Behavioural User Identification from Clickstream Data for Business Improvement.	SGAI Conf.	2021	DBLP DOI BibTeX RDF
21	Izumi Nitta, Ryo Ishizaki, Masafumi Shingu, Satoshi Nakashima, Koji Maruhashi, Arseny Tolmachev, Masaru Todoriki	Graph-based Massive Open Online Course (MOOC) Dropout Prediction using Clickstream Data in Virtual Learning Environment.	ICCSE	2021	DBLP DOI BibTeX RDF
21	Chun Yin Tsui, Paolo Mengoni	A Case Study of Clustering and Visualization With Clickstream Data Using UX2Vec.	WI/IAT (Workshop/Special Session)	2021	DBLP DOI BibTeX RDF
21	Wai-Lun Chan, Dit-Yan Yeung	Clickstream Knowledge Tracing: Modeling How Students Answer Interactive Online Questions.	LAK	2021	DBLP DOI BibTeX RDF
21	Fernando Rodriguez, Hye Rin Lee, Teomara Rutherford, Christian Fischer 0007, Eric Potma, Mark Warschauer	Using Clickstream Data Mining Techniques to Understand and Support First-Generation College Students in an Online Chemistry Course.	LAK	2021	DBLP DOI BibTeX RDF
21	Dennis Koehn, Stefan Lessmann, Markus Schaal	Predicting online shopping behaviour from clickstream data using deep learning.	Expert Syst. Appl.	2020	DBLP DOI BibTeX RDF
21	Huy Minh Huynh, Loan T. T. Nguyen, Bay Vo, Anh Nguyen 0006, Vincent S. Tseng	Efficient methods for mining weighted clickstream patterns.	Expert Syst. Appl.	2020	DBLP DOI BibTeX RDF
21	Yang Qian, Yuanchun Jiang, Yanan Du, Jianshan Sun, Yezheng Liu 0001	Segmenting market structure from multi-channel clickstream data: a novel generative model.	Electron. Commer. Res.	2020	DBLP DOI BibTeX RDF
21	Marko Pozenel, Bostjan Slivnik	Chapter Six - Using clickstream data to enhance reverse engineering of Web applications.	Adv. Comput.	2020	DBLP DOI BibTeX RDF
21	Andoni Eguíluz, Mariluz Guenaga, Pablo Garaizar, Cristian Olivares-Rodríguez	Exploring the Progression of Early Programmers in a Set of Computational Thinking Challenges via Clickstream Analysis.	IEEE Trans. Emerg. Top. Comput.	2020	DBLP DOI BibTeX RDF
21	Qiujie Li, Rachel Baker, Mark Warschauer	Using clickstream data to measure, understand, and support self-regulated learning in online courses.	Internet High. Educ.	2020	DBLP DOI BibTeX RDF
21	Jinyoung Yeo, Seung-won Hwang, Sungchul Kim, Eunyee Koh, Nedim Lipka	Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability.	IEEE Trans. Knowl. Data Eng.	2020	DBLP DOI BibTeX RDF
21	Mojgan Mohajer	A Graph-Based Platform for Customer Behavior Analysis using Applications' Clickstream Data.	CoRR	2020	DBLP BibTeX RDF
21	Akira Matsui, Emilio Ferrara, Fred Morstatter, Andrés Abeliuk, Aram Galstyan	Leveraging Clickstream Trajectories to Reveal Low-Quality Workers in Crowdsourced Forecasting Platforms.	CoRR	2020	DBLP BibTeX RDF
21	Nil-Jana Akpinar, Aaditya Ramdas, Umut A. Acar	Analyzing Student Strategies In Blended Courses Using Clickstream Data.	CoRR	2020	DBLP BibTeX RDF
21	Huy Minh Huynh, Loan T. T. Nguyen, Bay Vo, Unil Yun, Zuzana Komínková Oplatková, Tzung-Pei Hong	Efficient algorithms for mining clickstream patterns using pseudo-IDLists.	Future Gener. Comput. Syst.	2020	DBLP DOI BibTeX RDF
21	Nil-Jana Akpinar, Aaditya Ramdas, Umut A. Acar	Analyzing Student Strategies In Blended Courses Using Clickstream Data.	EDM	2020	DBLP BibTeX RDF
21	Tsubasa Minematsu, Atsushi Shimada, Rin-Ichiro Taniguchi	Visualization and Analysis for Supporting Teachers Using Clickstream Data and Eye Movement Data.	HCI (23)	2020	DBLP DOI BibTeX RDF
21	Tobias Hatt, Stefan Feuerriegel	Early Detection of User Exits from Clickstream Data: A Markov Modulated Marked Point Process Model.	WWW	2020	DBLP DOI BibTeX RDF
21	Gábor Korösi, Richárd Farkas	MOOC Performance Prediction by Deep Learning from Raw Clickstream Data.	ICACDS	2020	DBLP DOI BibTeX RDF
21	Annika Baumann, Johannes Haupt, Fabian Gebert, Stefan Lessmann	The Price of Privacy - An Evaluation of the Economic Value of Collecting Clickstream Data.	Bus. Inf. Syst. Eng.	2019	DBLP DOI BibTeX RDF
21	Naima Belarbi, Nadia Chafiq, Mohammed Talbi, Abdelwahed Namir, Elhabib Benlahmar	User Profiling in a SPOC: A method based on User Video Clickstream Analysis.	Int. J. Emerg. Technol. Learn.	2019	DBLP DOI BibTeX RDF
21	Peining Shi, Zhiyong Zhang 0002, Kim-Kwang Raymond Choo	Detecting Malicious Social Bots Based on Clickstream Sequences.	IEEE Access	2019	DBLP DOI BibTeX RDF
21	Jiro Iwanaga, Naoki Nishimura, Noriyoshi Sukegawa, Yuichi Takano	Improving collaborative filtering recommendations by estimating user preferences from clickstream data.	Electron. Commer. Res. Appl.	2019	DBLP DOI BibTeX RDF
21	Luca Bigon, Giovanni Cassani, Ciro Greco, Lucas Lacasa, Mattia Pavoni, Andrea Polonioli, Jacopo Tagliabue	Prediction is very hard, especially about conversion. Predicting user purchases from clickstream data in fashion e-commerce.	CoRR	2019	DBLP BibTeX RDF
21	Jacopo Tagliabue, Lucas Lacasa, Ciro Greco, Mattia Pavoni, Andrea Polonioli	Predicting e-commerce customer conversion from minimal temporal patterns on symbolized clickstream trajectories.	CoRR	2019	DBLP BibTeX RDF
21	Ashish Kumar, Jari Salo 0001, Hongxiu Li	Stages of User Engagement on Social Commerce Platforms: Analysis with the Navigational Clickstream Data.	Int. J. Electron. Commer.	2019	DBLP DOI BibTeX RDF
21	Daniel Amo Filvà, Marc Alier Forment, Francisco José García-Peñalvo, David Fonseca Escudero, María José Casañ Guerrero	Clickstream for learning analytics to assess students' behavior with Scratch.	Future Gener. Comput. Syst.	2019	DBLP DOI BibTeX RDF
21	K. Dextras-Romagnino, Tamara Munzner	Segmentifier: Interactive Refinement of Clickstream Data.	Comput. Graph. Forum	2019	DBLP DOI BibTeX RDF