Album

According to WMP an album is an album when the value of the following tags are the same:

If your album is split, check these tags.

 

Release year and genre might vary within and album.

If the Album Artist is missing WMP uses the Contributing Artist (if available).

If title information is missing, the songs will be displayed in Unknown Album.

In general this indicates a problem with the tagging of the audio file.

If the file names are meaning full like 1-Mazurka-Chopin you might try a tool like MP3Tag to generate the tags from the file name.

Albums don't exist

If you have used LPs, tapes, CDs for years it takes some time before you realise that there isn’t such thing as an album in computer audio. There are files (the songs) containing a piece of music and the tags.
So what is an album? A couple of songs with exactly the same description in the right tags.
The files might be in the same directory or not, or even on a different hard disk, there isn’t such a thing as an album in computer audio.

 

One day you buy a CD set with all the string quartets by Brahms and by Schumann. Where to store? Under Brahms or under Schumann?

In case of computer audio you don’t have that problem, just tag them different and there you are.