This article presents the five stages involved in the construction of
a knowledge-based system using VP-EXPERT, with emphasis on the final s
tep, knowledge validation. The knowledge-based system, called PURPOOL,
enables the user to determine the proper accounting treatment for a b
usiness combination. PURPOOL can be used effectively by educators as a
pedagogical device to teach their students how to account for busines
s combinations. PURPOOL also can be used by accounting practitioners i
n training inexperienced staff accountants or in determining the prope
r accounting treatment of actual problems encountered in practice. PUR
POOL is one of the first GAAP-based expert systems reported in the acc
ounting literature. A GAAP-based system relies upon the current author
itative accounting literature (Financial Accounting Standards Board St
atements, Accounting Principles Board Opinions, etc.) for the knowledg
e base rules. PURPOOL captures the content of APB Opinion No. 16, Busi
ness Combinations in its knowledge base. The validation of PURPOOL uti
lized a framework consisting of nine elements. This process included i
nteraction with a human expert, review of the accounting literature pe
rtaining to business combinations, development of test cases, consulta
tions with audit seniors from a regional accounting firm, and consulta
tions with accounting information systems and advanced accounting prof
essors. As a result of using the framework, a thorough validation of t
he system was accomplished, and that process is described in this arti
cle.