Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Automated Semantic Analysis of Schematic Data - Learning-based Techniques for Scalable and Automated Semantic Understanding of Template Generated Sche

Automated Semantic Analysis of Schematic Data - Learning-based Techniques for Scalable and Automated Semantic Understanding of Template Generated Sche

Mukherjee, Saikat

Paperback

General Computers

ISBN10: 3639026748
ISBN13: 9783639026740
Publisher: Blues Kids Of Amer
Published: May 29 2008
Pages: 108
Weight: 0.34
Height: 0.22 Width: 6.00 Depth: 9.00
Language: English
Content in numerous data sources are not directly amenable to machine processing. This book describes techniques for automated semantic analysis of schematic content which are characterized by being populated from backend databases. Starting with a seed set of hand-labeled instances of semantic concepts in a set of HTML documents, a technique is devised that bootstraps an annotation process for automatic identification of concept instances present in other documents. The technique exploits the observation that semantically related items in schematic HTML documents exhibit consistency in presentation style and spatial locality to learn statistical concept models, using light-weight semantic features. This model directs the annotation of diverse Web documents possessing similar content semantics. The power of these techniques is demonstrated through applications developed for real-life problems that include audio-based assistive browsing for non-visual Web access, focused browsing on handhelds with semantic bookmarks, text data cleaning, and accurate identification of remote homologs of biological protein sequences.

Also in

General Computers

View All