I heard, though I can't really recall the source, that it stands for Jane,i.e. she's Mary Jane Blige. Could really confirm from her official website though. by ALIYU
Mary J Blige is an African American R&B, soul, and hip hop soul singer-songwriter, occasional rapper, record producer, actress, and hip hop icon who has sold more than 40 million albums...