The Medication Advisor Project: Preliminary Report

The Medication Advisor is the latest project of the Conversational Interaction and Spoken Dialogue research group at the University of Rochester. The goal of the project is an intelligent assistant that interacts with its users via conversational natural language, and provides them with information and advice regarding their prescription medications. Managing prescription drug regimens is a major problem, particularly for older people living at home who tend to have both complex medication schedules and, often, somewhat reduced faculties for keeping track of them. Patient compliance with prescribed regimens is notoriously low, leading to incorrect and sometimes harmful usage of both prescribed and over-the-counter medications. The Medication Advisor builds on our prior experience constructing conversational assistants in other domains. In addition to providing new challenges, the project allows us to validate previous efforts in areas such as portability. This brief report details our initial efforts and outlines our future direction.

[1]  J. Allen Recognizing intentions from natural language utterances , 1982 .

[2]  M. Brady,et al.  Recognizing Intentions From Natural Language Utterances , 1983 .

[3]  James F. Allen Maintaining knowledge about temporal intervals , 1983, CACM.

[4]  Jan Rusiecki,et al.  Adjectives and comparison in English , 1985 .

[5]  Martha E. Pollack,et al.  Inferring domain plans in question-answering , 1986 .

[6]  Yoav Shoham,et al.  Temporal Logics in AI: Semantical and Ontological Considerations , 1987, Artif. Intell..

[7]  D. Smith,et al.  Compliance packaging: a patient education tool. , 1989, American pharmacy.

[8]  Henry Kautz,et al.  A circumscriptive theory of plan recognition , 1990 .

[9]  Vipin Kumar,et al.  Algorithms for Constraint-Satisfaction Problems: A Survey , 1992, AI Mag..

[10]  James F. Allen,et al.  The Trains 91 Dialogues , 1993 .

[11]  James F. Allen,et al.  The TRAINS 93 Dialogues , 1995 .

[12]  Chung Hee Hwang,et al.  The TRAINS project: a case study in building a conversational planning agent , 1994, J. Exp. Theor. Artif. Intell..

[13]  James F. Allen,et al.  TRAINS-95: Towards a Mixed-Initiative Planning Assistant , 1996, AIPS.

[14]  Timothy W. Finin,et al.  A Proposal for a new KQML Specification , 1997 .

[15]  James F. Allen,et al.  TRIPS: An Integrated Intelligent Problem-Solving Assistant , 1998, AAAI/IAAI.

[16]  Eric K. Ringger,et al.  Rapid language model development for new task domains , 1998 .

[17]  Helmer Strik,et al.  Modeling pronunciation variation for ASR: A survey of the literature , 1999, Speech Commun..

[18]  James F. Allen,et al.  An architecture for a generic dialogue shell , 2000, Natural Language Engineering.

[19]  James F. Allen,et al.  Bi-directional conversion between graphemes and phonemes using a joint N-gram model , 2001, SSW.

[20]  Nate Blaylock,et al.  Retroactive Recognition of Interleaved Plans for Natural Language Dialogue , 2001 .

[21]  James F. Allen,et al.  An architecture for more realistic conversational systems , 2001, IUI '01.

[22]  J. Cramer,et al.  A systematic review of the associations between dose regimens and medication compliance. , 2001, Clinical therapeutics.

[23]  Nate Blaylock,et al.  A problem solving model for collaborative agents , 2002, AAMAS '02.

[24]  N. Blaylock,et al.  Managing Communicative Intentions in Dialogue using a Collaborative , 2002 .

[25]  James F. Allen,et al.  Finding the balance between generic and domain-specific knowledge: a parser customization strategy , 2002 .

[26]  Philip R. Cohen,et al.  A Circumscriptive Theory of Plan Recognition , 2003 .