I've found a few books to be really easy to follow and useful in learning about chord theory and scale/mode theory.
- Scales over Chords.
- Amazing Phrasing.
- Fretboard Logic.
- Everything about Scales.
- Everything about Chords.
- Rhythm Guitar: The Complete Guide.
- Modes for Guitar.