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Thus, <strong>in</strong> recognition that human networks can be extremely valuable, the idea suggested the need for a system<br />

that would help a community of <strong>in</strong>dividuals to seek help from one another. We call it a "Help-Exchange"<br />

system.<br />

The Arbitrated Help-Exchange Concept<br />

The concept is based on three very simple ideas: 1) that everyone is an expert <strong>in</strong> some doma<strong>in</strong>, 2) that<br />

expertise <strong>in</strong> one doma<strong>in</strong> might be traded for expertise <strong>in</strong> another and 3) that a mechanism is needed to spread<br />

the demand for help so that no s<strong>in</strong>gle <strong>in</strong>dividual is overloaded. In its simplest form, the concept is like matchmak<strong>in</strong>g<br />

coupled with a barter system. The system implement<strong>in</strong>g Help-Exchange matches people with<br />

questions with other people who might provide answers, keeps score, and balances the load of questions on any<br />

user. It is arbitrated <strong>in</strong> that it serves as a fair and neutral <strong>in</strong>termediary between the users, assur<strong>in</strong>g anonymity<br />

if desired. There is also an underly<strong>in</strong>g assumption of good will on the part of all users. Beyond that, it is<br />

mostly transparent <strong>in</strong> the result<strong>in</strong>g dialog.<br />

Description of the Help-Exchange System<br />

A prototype of the Help-Exchange system was built dur<strong>in</strong>g the 1994/5 academic year as a task <strong>in</strong> the National<br />

Research Enterprise project [Losleben 96] at Stanford University. It was first demonstrated <strong>in</strong> August 1995,<br />

alpha tested with a small test group dur<strong>in</strong>g the late summer and is presently <strong>in</strong> extended beta test with a larger<br />

community of users at Stanford and MIT. The World Wide Web provided key enabl<strong>in</strong>g technology <strong>in</strong> the form<br />

of a standard communication protocol, universally available client software, easy-to-develop user <strong>in</strong>terfaces and<br />

direct access to the underly<strong>in</strong>g relational data base. The system uses a parallel email communication path to<br />

alert users and <strong>in</strong>corporates a mailbox analogy <strong>in</strong>side the system to classify correspondence.<br />

Taxonomy of Discipl<strong>in</strong>es<br />

Like most <strong>in</strong><strong>format</strong>ion systems, some mechanism is needed to classify knowledge and to label the classes with<br />

descriptive titles which carry sufficient connotation to communicate the content of the class. We elected to use<br />

a hierarchical taxonomy consist<strong>in</strong>g of simple English words or phrases to describe the categories. This is<br />

admittedly prone to error <strong>in</strong> <strong>in</strong>terpretation due to subtle differences <strong>in</strong> semantic mean<strong>in</strong>g. In addition, the<br />

taxonomic organization is developed at the discretion of the system adm<strong>in</strong>istrator and therefore also biased by<br />

that <strong>in</strong>dividual's view of how expertise might be organized. We chose to not address these difficult research<br />

issues [Gruber 93] <strong>in</strong> the <strong>in</strong>terest of build<strong>in</strong>g a simple tool which is easy to use across a broad taxonomy.<br />

Most <strong>in</strong>teractions with the Help-Exchange system beg<strong>in</strong> with the taxonomy. By convention, the higher levels<br />

of the taxonomy represent more general knowledge while the lower areas represent more specialized<br />

knowledge. New users register their area(s) of expertise by selectively expand<strong>in</strong>g the taxonomy until they<br />

reach a level of specialization that they feel appropriate to their expertise. A user may register <strong>in</strong> multiple<br />

areas if they feel that they have expertise <strong>in</strong> those areas. Clearly these are self-appo<strong>in</strong>ted experts and that is a<br />

weakness of the system. Still, this is consistent with the assumption of good will on the part of all users.<br />

When a user seeks to pose a question to the system, the taxonomy is used to identify the most likely category of<br />

knowledge. The user is provided with an <strong>in</strong>dication of the number of experts who are available (<strong>in</strong> another<br />

words, who have registered and haven't fulfilled their obligation to the system). Of course, if no experts are<br />

available for a category, that category may not be selected and the user may elect to submit the question at a<br />

higher and more general level of expertise.<br />

When an expert receives a question which is not classified properly, the expert can refer the question to an<br />

expert <strong>in</strong> another category, aga<strong>in</strong> by us<strong>in</strong>g the taxonomy. The expert can also refer the question to another<br />

expert <strong>in</strong> the same category if he/she does not feel qualified to answer.<br />

The Barter System

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