Schedule:

7.1.   Introduction
13.1.  P.Fränti: Mopsi Search
       P.Fränti: Four Aspects of Relevance
14.1.  P.Fränti: Moving type detection
20.1.  (Paper reading)
21.1.  (Paper reading)
27.1.  C.Khurana: Using social network for user profiling
28.1.  R.Mariescu: Event decection
 3.2.  K.Waga: Recommendation system
 4.2.  N.Gali: Web mining
10.2.  R.Mariescu: Route networks
11.2.  S.Sawn: Web mining
       P.Fränti: Route reduction
17.2   E.Olufemi: Social networks
       E.Bahc: User-similarity
18.2.  (Sport afternoon)
24.2.  I.Kukanov: Trajectory analysis
       A.Ludwig: Personal route patterns
25.2.  D.Mukaliyev: Mobile search of locations
       C.Kalendero: Search engine and services
 3.3.  E.Cornejo: Location-aware web search
       E.Olufemi: Social networks (part 2)      
 4.3.  S.Sawn: Web mining (part 2)
       Conclusion of the course

Topics and Material:

(*) Indicates that paper is reserved by a student

Search Engine and Services

(CK) A Review on Personalized Mobile Search Engine Using Location_Concept and Content Concept.pdf
Book-Location-based Services.doc
Context-Aware Preference Search_for Outdoor Activity Platforms .pdf
(CK) Extraction of Address Data from Unstructured Text using_Free Knowledge Resources.pdf
(DM) Fancy a drink in Canary Wharf_A user study on location-based mobile search.pdf
(CK) GeoSearcher_ Location-Based Ranking of Search_Engine Results.pdf
Inferring and Using Location Metadata_to Personalize Web Search.pdf
Kokono Search_ A Location Based Search Engine.
(DM) Learning Likely Locations.pdf
Location based services using geographical information systems.pdf
MapMarker_ Extraction of Postal Addresses and Associated Information for_General Web Pages.pdf
(EC) Mobile information search for location-based information.pdf
Personalized Web Search with Location Preferences.pdf
PLASH_ A Platform for Location Aware_Services with Human Computation.pdf
PMSE_ A Personalized Mobile Search Engine.pdf
Semantic Selection Of Georeferencing Services For_Urban Management.pdf
(EC) The design and implementation of SPIRIT_ a spatially aware search_engine for information retrieval on the Internet.pdf
(DM) Trajectory-Aware Mobile Search.pdf
(EC) Web-a-Where_ Geotagging Web Content.pdf
Web-based geographic search engine for location-aware search in Singapore.pdf

Recommendation systems

A critical evaluation of location based services and their potential.pdf
A location-aware recommender system for mobile_shopping environments.pdf
(KW) A Worldwide Tourism Recommendation System_Based on Geotagged web photos.pdf
Analyzing the Spatial-Semantic Interaction of_Points of Interest in Volunteered Geographic_Information.pdf
Building and evaluating a location-based service_recommendation system with a preference adjustment mechanism.pdf
Exploring End User Preferences for Location Obfuscation,Location-Based Services, and the Value of Location.pdf
I'm feeling LoCo_ A Location Based Context Aware Recommendation System.pdf
Location Recommendation for Out-of-Town Users in_Location-Based Social Networks.pdf
Location-based and Preference-Aware Recommendation_Using Sparse Geo-Social Networking Data.pdf
Location-Based Recommendation System Using Bayesian_User's Preference Model in Mobile Devices.pdf
(KW) Place Recommendation Based on Users Check-in History for Location-Based Services.pdf
Recommendation system using location-based ontology on wireless internet.pdf
Recommending Friends and Locations Based on Individual Location History.pdf
Silence is Also Evidence_Interpreting Dwell Time for Recommendation from_Psychological Perspective.pdf
Trust- and Location-Based Recommendations_for Tourism.pdf
(KW) Understanding the Importance of Location, Time, and People in Mobile Local Search Behaviour.pdf

Web mining

An Efficient Location Extraction Algorithm by Leveraging_Web Contextual Information.pdf
Automated Web Data Mining Using Semantic Analysis.pdf
Detecting Geographic Locations from Web Resources.pdf
(SS) Exploiting Geographical Location Information of Web Page.pdf
Extracting Focused Locations for Web Pages.pdf
(SS) Geospatial Data Mining on the Web_ Discovering_Locations of Emergency Service Facilities.pdf
Mining the Web for Points of Interest.pdf
Web-a-Where_ Geotagging Web Content.pdf
(SS) Web-based geographic search engine for location-aware search in Singapore.pdf
Exploiting Geographical Location Information of Web Page.pdf
ViDE_ A Vision-based Approach for Deep Web_Data Extraction.pdf

User profiling + social network

(EB) A Habit Mining Approach for Discovering Similar Mobile_Users.pdf A Survey on Recommendations in Location-based Social Networks.pdf
(EO) Location-Based Social Networks_ Locations.pdf
(EO) Location-Based Social Networks_ Users.pdf
(EB) Mining User Similarity Based on Location History.pdf
(EO) Mining user similarity based on routine activities.pdf
(EB) Mining User Similarity from Semantic Trajectories.pdf
On Socio-Spatial Group Query for Location-Based Social_Networks.pdf
Constructing and Comparing User Mobility Profiles_for Location-based Services.pdf
People-to-People-to-Geographical-Places_The P3 Framework for Location-Based_Community Systems.pdf
PMSE_ A Personalized Mobile Search Engine.pdf
Recommending Friends and Locations Based on Individual Location History.pdf
(RM) User Oriented Trajectory Similarity Search.pdf
What you are is When you are_ The Temporal Dimension of_Feature Types in Location-based Social Networks.pdf
Data Analysis on Location-Based Social Networks.pdf

Route analysis

(IK) Detecting Road Intersections from GPS Traces.pdf
(AL) Far Out_ Predicting Long-Term Human Mob.pdf
GPS CaPture_ A System for GPS Trajectory collection, processing, and destination prediction.pdf
(AL) Mining Geographic-Temporal-Semantic Patterns in Trajectories_for Location Prediction.pdf
(AL) Personal continuous route pattern mining.pdf
(IK) Semantic Trajectory Mining for Location Prediction.pdf
(IK) Summarizing Trajectories into k-Primary Corridors_A Summary of Results.pdf
(AL) Unique in the Crowd: The privacy bounds of human mobility

Route similarity

Clustering and aggregating clues of trajectories for mining_trajectory patterns and routes.pdf
Exploring Pattern-Aware Travel Routes for Trajectory Search.pdf
Days of Our Lives_ Assessing Day_Similarity from Location Traces.pdf
Similarity Measurement of Moving Object Trajectories.pdf
Similarity Measurement of Moving Object Trajectories(2).pdf
User Oriented Trajectory Similarity Search.pdf

Road Network

(RM) From GPS Traces to a Routable Road Map.pdf
Georeferencing of Web Pages based on Context-Aware_Conceptual Relationship Analysis.pdf
Mining fastest path from trajectories with multiple_destinations in road networks.pdf
Mining Group Movement Patterns for Tracking_Moving Objects Efficiently.pdf
Mining Group Relationship in an Object Tracking Sensor Network.pdf
Mining Interesting Locations and Travel Sequences From GPS Trajectories.pdf
Probabilistic Modeling of Traffic Lanes from GPS Traces.pdf
(RM) Calibree:Calibration-free Localization using Relative Distance Estimations.pdf

Compression

Compressing Trajectories Using Inter-Frame Coding2.pdf
Compressing Trajectories Using_Inter-Frame Coding.pdf

Other

Extracting Places and Activities from GPS Traces Using Hierarchical Conditional Random Fields.pdf
Web-enhanced GPS.pdf


Links to Articles

References:

  1. M. Chen, M. Xu and P. Fränti, "A fast O(N) multi-resolution polygonal approximation algorithm for GPS trajectory simplification", IEEE Trans. Image Processing, 21 (5), 2770-2785, May 2012. (pdf)
  2. Q. Zhao, M. Rezaei, H. Chen and P. Fränti, "Keyword clustering for automatic categorization", IEEE Int. Conf. on Pattern Recognition (ICPR'12), Tsukuba City, Japan, 2845-2848, November 2012. (pdf)
  3. M. Chen, M. Xu and P. Fränti, "Compression of GPS trajectories using optimized approximation", IEEE Int. Conf. on Pattern Recognition (ICPR'12), Tsukuba City, Japan, 3180-3183, November 2012. (pdf)
  4. K. Waga, A. Tabarcea, R. Mariescu-Istodor and P. Fränti, "System for real time storage, retrieval and visualization of GPS tracks", Int. Conf. System Theory, Control and Computing (ICSTCC), Sinai, Romania, Vol. 2, October 2012.
  5. K. Waga, A. Tabarcea, M. Chen and P. Fränti, "Detecting movement type by route segmentation and classification", IEEE Int. Conf. on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom'12), Pittsburgh, USA, 2012. (pdf)
  6. K. Waga, A. Tabarcea and P. Fränti, "Recommendation of points of interest from user generated data collection", IEEE Int. Conf. on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom'12), Pittsburgh, USA, 2012. (pdf)
  7. M. Chen, M. Xu and P. Fränti, "Compression of GPS trajectories", IEEE Int. Conf. on Data Compression Conference (DCC'12), Snowbird, Utah, 62-71, April 2012.
  8. K. Waga, A. Tabarcea and P. Fränti, "Context aware recommendation of location-based data", Int. Conf. on System Theory, Control and Computing (ICSTCC'2011), Sinaia, Romania, 658-663, October 2011. (pdf)
  9. P. Fränti, J. Chen and A. Tabarcea, "Four aspects of relevance in location-based media: content, time, location and network", Int. Conf. on Web Information Systems & Technologies (WEBIST'11), Noordwijkerhout, Netherlands, 413-417, May 2011. (pdf)
  10. P. Fränti, A. Tabarcea, J. Kuittinen and V. Hautamäki, "Location-based search engine for multimedia phones", IEEE Int. Conf. on Multimedia & Expo (ICME'10), Singapore, 558-563, July 2010. (pdf)
  11. A. Tabarcea, V. Hautamäki and P. Fränti, "Ad-hoc georeferencing of web-pages using street-name prefix trees", Int. Conf. on Web Information Systems & Technologies (WEBIST'10), Valencia, Spain, vol.1, 237-244, April 2010. (pdf)
  12. P. Fränti, J. Kuittinen, A. Tabarcea and L. Sakala, "MOPSI location-based search engine: concept, architecture and prototype", ACM Symposium on Applied Computing (SAC'10), Sierre, Switzerland, 872-873, March, 2010. (pdf)
  13. J. Chen, Q. Zhao and P. Fränti, "Smart swap for more efficient clustering", Int. Conf. Green Circuits and Systems (ICGCS'10), Shanghai, China, 446-450, June 2010. (pdf)