Abstract: A media content recommendation method includes: receiving an input entry parameter, and performing word segmentation on the entry parameter to obtain a word sequence; combining adjacent words in the word sequence to generate a mixed word sequence; acquiring phrases included in the word sequence and the mixed word sequence, and separately allocating a corresponding matching weight coefficient to a phrase; searching for media content including the phrase, acquiring a matching weight coefficient sum of phrases included in the found media content, and screening the found media content according to matching weight coefficient sums and performing recommendation. In addition, a media content recommendation apparatus is also provided.

Abstract: A file recommendation method includes creating a two-dimensional matrix according to user identifications and file identifications included in a history playing record, wherein the user identifications are a first dimension of the two-dimensional matrix and the file identifications are a second dimension of the two-dimensional matrix. The method includes filling an element location corresponding to a relationship between the user identifications and the file identifications in the two-dimensional matrix with an element. The method includes decomposing the two-dimensional matrix to obtain a designated matrix, and dividing the designated matrix according to the first dimension to obtain a feature vector corresponding to each user identification. The method includes performing group division processing for each user identification according to the feature vector corresponding to the user identification to obtain at least one user group.

Abstract: A media content recommendation method includes: receiving an input entry parameter, and performing word segmentation on the entry parameter to obtain a word sequence; combining adjacent words in the word sequence to generate a mixed word sequence; acquiring phrases included in the word sequence and the mixed word sequence, and separately allocating a corresponding matching weight coefficient to a phrase; searching for media content including the phrase, acquiring a matching weight coefficient sum of phrases included in the found media content, and screening the found media content according to matching weight coefficient sums and performing recommendation. In addition, a media content recommendation apparatus is also provided.

Abstract: A file recommendation method includes creating a two-dimensional matrix according to user identifications and file identifications included in a history playing record, wherein the user identifications are a first dimension of the two-dimensional matrix and the file identifications are a second dimension of the two-dimensional matrix. The method includes filling an element location corresponding to a relationship between the user identifications and the file identifications in the two-dimensional matrix with an element. The method includes decomposing the two-dimensional matrix to obtain a designated matrix, and dividing the designated matrix according to the first dimension to obtain a feature vector corresponding to each user identification. The method includes performing group division processing for each user identification according to the feature vector corresponding to the user identification to obtain at least one user group.

Abstract: A method and a device are provided for processing a video transmitted over a communication network. The video processing may include timing playback of an image frame of the video so as to maintain a continuous playback of the video regardless of network delays and other adverse factors. An ith image frame of the video may be fetched for processing from a buffer queue. A sampling interval of the ith image frame may be calculated. Further, a waiting time and a regulated waiting time of the ith image frame may be calculated. A playing interval of the ith image frame may be determined based on the regulated waiting time. If the time elapsed since start of playback of an (i?1)th image frame of the video is not shorter than the playing interval of the ith image frame, the ith image frame may be played at the current time point.

Abstract: A method and a device are provided for processing a video transmitted over a communication network. The video processing may include timing playback of an image frame of the video so as to maintain a continuous playback of the video regardless of network delays and other adverse factors. An ith image frame of the video may be fetched for processing from a buffer queue. A sampling interval of the ith image frame may be calculated. Further, a waiting time and a regulated waiting time of the ith image frame may be calculated. A playing interval of the ith image frame may be determined based on the regulated waiting time. If the time elapsed since start of playback of an (i?1)th image frame of the video is not shorter than the playing interval of the ith image frame, the ith image frame may be played at the current time point.