Abstract: A system stores digital media records and has a search engine searching the stored digital media records. The system receives first search requests from a plurality of first users. The system performs, by the search engine, searches based upon the first search requests, yielding respective first search results, each first search result defining first selected digital media records. The first search results are logged. Information is received from the first users indicative of subsequent actions by the first users selecting particular ones of the selected digital media records. A second search request is received from a second user. A search is performed, by the search engine, based upon the second search request, yielding respective second search results, the second search results defining second selected digital media records. The second selected media records are then ranked differently, for example upward or downward, based upon the longed first search results.

Abstract: A system stores digital media records, and comprising a vocabulary file of words keyed to the digital media records. A search query is received by computer from a user, the search query including words. The search query is logged by computer, yielding a query log. The query log is processed by computer to identify words in the query log which are not words already included in the vocabulary file and which are not words which are variants of words already included in the vocabulary file. Such words are defined as “not-found words.” The not-found words are added to the vocabulary file, and the not-found words are keyed to the digital media records.

Abstract: A system has first and second metadata streams with respect to a video stream, the first metadata stream time-coded with respect to the video stream and the second metadata stream not time-coded with respect to the video stream. The the second metadata stream is aligned with the first metadata stream. Time ccodes are added to the second metadata stream, based on the alignment. Proper names are searched for within the second metadata stream. Faces are found within the video stream, faces are matched with proper names, and the matched faces and proper names are placed into a reference library.

Abstract: The software incorporates a glossary management tool that makes it easy for each client to customize terminology to the needs of a particular business. With this tool, termed a glossary manager, a company can customize a number of feature names in the system to provide a more familiar context for their users. A system administrator can also customize the manner in which “thumbnail” or “preview” images are presented. The system performs clustering on search queries, and searches media records multi-modally, using two or more approaches such as image searching and text searching. An administrator can tune search parameters. Two or more streams of metadata may be aligned and correlated with a media file, facilitating later searching. The system evaluates itself. It folds popularity information into rankings of search results.

Abstract: The software according to the invention incorporates a glossary management tool that makes it easy for each client to customize terminology to the needs of a particular business. With this tool, termed a glossary manager, a company can customize a number of feature names in the system to provide a more familiar context for their users. A system administrator can also customize the manner in which “thumbnail” or “preview” images are presented. The system performs clustering on search queries, and searches media records multi-modally, using two or more approaches such as image searching and text searching. An administrator can tune search parameters. Two or more streams of metadata may be aligned and correlated with a media file, facilitating later searching. The system evaluates itself. It folds popularity information into rankings of search results.

Abstract: The software according to the invention incorporates a glossary management tool that makes it easy for each client to customize terminology to the needs of a particular business. With this tool, termed a glossary manager, a company can customize a number of feature names in the system to provide a more familiar context for their users. A system administrator can also customize the manner in which “thumbnail” or “preview” images are presented. The system performs clustering on search queries, and searches media records multi-modally, using two or more approaches such as image searching and text searching. An administrator can tune search parameters. Two or more streams of metadata may be aligned and correlated with a media file, facilitating later searching. The system evaluates itself. It folds popularity information into rankings of search results.

Abstract: Full motion digital video frames, or other indexed data structures, are annotated with text, graphics, and digital audio without modifications to the original video information. The video and annotations are stored separately. An indexing scheme relates the annotations to the video frames. On full motion video playback, the annotations are displayed on the originally annotated frames. The technique involves displaying the file of indexed data structures using a file display routine, and selecting in response to user input an indexed data structure to be annotated from the file of indexed data structures being displayed. Next, an annotation data structure is created in response to user input using an annotation routine without modifying the selected data structure. The annotation data structure includes a graphical element for display overlaying the selected data structure and an indication of an index value for the selected data structure.