John G Ullman & Associates 13F-HR Quarterly holdings report by institutional manager

The Securities and Exchange Commission has not necessarily reviewed the information in this filing and has not determined if it is accurate and complete.
The reader should not assume that the information is accurate and complete.

UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 13F

FORM 13F INFORMATION TABLE

OMB APPROVAL

OMB Number:		3235-0006
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COLUMN 1	COLUMN 2	COLUMN 3	COLUMN 4	COLUMN 5			COLUMN 6	COLUMN 7	COLUMN 8
			VALUE	SHRS OR	SH/	PUT/	INVESTMENT	OTHER	VOTING AUTHORITY
NAME OF ISSUER	TITLE OF CLASS	CUSIP	(x$1000)	PRN AMT	PRN	CALL	DISCRETION	MANAGER	SOLE	SHARED	NONE
3M CO	COM	88579Y101	930	4,881	SH		SOLE		0	0	4,881
A G C O CORP	COM	001084102	301	5,400	SH		SOLE		0	0	5,400
A T & T INC	COM	00206r102	510	17,875	SH		SOLE		0	0	17,875
ABBOTT LABORATORIES	COM	002824100	12,695	175,517	SH		SOLE		0	0	175,517
AECOM TECHNOLOGY CORP	COM	00766t100	3,274	123,550	SH		SOLE		0	0	123,550
ALPHABET INC. CLASS A	COM	02079k305	1,650	1,579	SH		SOLE		0	0	1,579
ALPHABET INC. CLASS C	COM	02079k107	638	616	SH		SOLE		0	0	616
AMERICAN SOFTWARE INC	COM	029683109	8,308	795,121	SH		SOLE		0	0	795,121
AMGEN INC.	COM	031162100	2,248	11,550	SH		SOLE		0	0	11,550
APPLE INC	COM	037833100	1,085	6,879	SH		SOLE		0	0	6,879
ARCHER DANIELS MIDLAND CO	COM	039483102	994	24,260	SH		SOLE		0	0	24,260
ARGAN INC	COM	04010e109	3,167	83,694	SH		SOLE		0	0	83,694
ASTEC INDUSTRIES INC	COM	046224101	2,252	74,600	SH		SOLE		0	0	74,600
AVALON ADVANCED MATERIALS INC	COM	05337L106	1	18,750	SH		SOLE		0	0	18,750
BANK OF NOVA SCOTIA	COM	064149107	6,520	130,734	SH		SOLE		0	0	130,734
BAXTER INTERNATIONAL INC	COM	071813109	3,721	56,534	SH		SOLE		0	0	56,534
BCE INC	COM	05534B760	9,453	239,145	SH		SOLE		0	0	239,145
BERKSHIRE HATHAWAY CLASS B	COM	084670702	730	3,575	SH		SOLE		0	0	3,575
BLACKROCK INC	COM	09247x101	393	1,000	SH		SOLE		0	0	1,000
BLUE BIRD CORP	COM	095306106	443	24,355	SH		SOLE		0	0	24,355
BRISTOL-MYERS SQUIBB	COM	110122108	12,309	236,799	SH		SOLE		0	0	236,799
BROOKS AUTOMATION	COM	114340102	3,846	146,920	SH		SOLE		0	0	146,920
CALAMP CORP	COM	128126109	2,340	179,850	SH		SOLE		0	0	179,850
CELGENE CORP	COM	151020104	321	5,008	SH		SOLE		0	0	5,008
CIENA CORP	COM	171779309	9,118	268,900	SH		SOLE		0	0	268,900
CIGNA CORP	COM	125523100	342	1,800	SH		SOLE		0	0	1,800
CIRRUS LOGIC INC	COM	172755100	216	6,500	SH		SOLE		0	0	6,500
CISCO SYSTEMS INC	COM	17275r102	1,027	23,700	SH		SOLE		0	0	23,700
CONDUENT INC	COM	206787103	2,193	206,300	SH		SOLE		0	0	206,300
CORNING INC	COM	219350105	19,828	656,337	SH		SOLE		0	0	656,337
CORNING NAT GAS HLDG	COM	219387107	245	13,448	SH		SOLE		0	0	13,448
DANAHER CORP	COM	235851102	536	5,200	SH		SOLE		0	0	5,200
DENTSPLY SIRONA INC	COM	24906p109	8,391	225,500	SH		SOLE		0	0	225,500
DOUGLAS DYNAMICS INC	COM	25960r105	201	5,600	SH		SOLE		0	0	5,600
DOWDUPONT INC	COM	26078j100	2,555	47,778	SH		SOLE		0	0	47,778
DUKE ENERGY CORP	COM	26441c204	3,799	44,020	SH		SOLE		0	0	44,020
ELMIRA SAVINGS BANK F S	COM	289660102	5,038	288,724	SH		SOLE		0	0	288,724
EMERSON ELEC CO	COM	291011104	33,676	563,620	SH		SOLE		0	0	563,620
EVERGY INC	COM	30034W106	9,095	160,208	SH		SOLE		0	0	160,208
EXELON CORP	COM	30161n101	282	6,250	SH		SOLE		0	0	6,250
EXXON MOBIL CORP	COM	30231G102	28,675	420,529	SH		SOLE		0	0	420,529
F N B CORP PA	COM	302520101	156	15,857	SH		SOLE		0	0	15,857
FLOWSERVE CORP	COM	34354p105	8,989	236,435	SH		SOLE		0	0	236,435
GENERAL ELECTRIC CO	COM	369604103	1,595	210,655	SH		SOLE		0	0	210,655
GENERAL MOTORS CO	COM	37045v100	319	9,550	SH		SOLE		0	0	9,550
GILEAD SCIENCES INC	COM	375558103	213	3,400	SH		SOLE		0	0	3,400
GLAXOSMITHKLINE PLC	COM	37733W105	7,669	200,700	SH		SOLE		0	0	200,700
GRAFTECH INTERNATIONAL LTD	COM	384313508	1,308	114,379	SH		SOLE		0	0	114,379
GRANITE CONSTRUCTION	COM	387328107	16,460	408,634	SH		SOLE		0	0	408,634
HALLIBURTON CO HLDG	COM	406216101	5,725	215,400	SH		SOLE		0	0	215,400
HEWLETT PACKARD ENTERPRI	COM	42824c109	346	26,200	SH		SOLE		0	0	26,200
HOLOGIC INC	COM	436440101	259	6,300	SH		SOLE		0	0	6,300
HONEYWELL INTL INC	COM	438516106	6,518	49,335	SH		SOLE		0	0	49,335
IBM CORP	COM	459200101	5,002	44,006	SH		SOLE		0	0	44,006
IDACORP INC	COM	451107106	4,315	46,364	SH		SOLE		0	0	46,364
II-VI INC	COM	902104108	237	7,300	SH		SOLE		0	0	7,300
ILLINOIS TOOL WORKS	COM	452308109	228	1,800	SH		SOLE		0	0	1,800
INGERSOLL RAND PLC F	COM	g47791101	8,469	92,833	SH		SOLE		0	0	92,833
INTEL CORP	COM	458140100	14,796	315,288	SH		SOLE		0	0	315,288
INTREXON	COM	46122t102	136	20,800	SH		SOLE		0	0	20,800
IQVIA HOLDINGS INC	COM	46266c105	393	3,385	SH		SOLE		0	0	3,385
JOHNSON & JOHNSON	COM	478160104	12,437	96,371	SH		SOLE		0	0	96,371
KINDER MORGAN INC	COM	49456b101	1,906	123,900	SH		SOLE		0	0	123,900
LAB CO OF AMER HLDG	COM	50540r409	346	2,742	SH		SOLE		0	0	2,742
LANDEC CORP	COM	514766104	3,920	331,109	SH		SOLE		0	0	331,109
LILLY ELI & CO	COM	532457108	434	3,751	SH		SOLE		0	0	3,751
LINDSAY CORP	COM	535555106	11,157	115,920	SH		SOLE		0	0	115,920
M D U RESOURCES GRP	COM	552690109	8,442	354,121	SH		SOLE		0	0	354,121
MANHATTAN SCIENTIFICS INC	COM	563122100	1	145,000	SH		SOLE		0	0	145,000
MC DONALDS CORP	COM	580135101	267	1,505	SH		SOLE		0	0	1,505
MERCK & CO INC	COM	58933Y105	15,053	197,011	SH		SOLE		0	0	197,011
MICRON TECHNOLOGY	COM	595112103	276	8,685	SH		SOLE		0	0	8,685
MICROSOFT CORP	COM	594918104	9,941	97,879	SH		SOLE		0	0	97,879
NEW YORK COMMUNITY BANCORP INC	COM	649445103	887	94,275	SH		SOLE		0	0	94,275
NEXTERA ENERGY INC	COM	65339f101	3,445	19,821	SH		SOLE		0	0	19,821
OGE ENERGY CORP	COM	670837103	11,572	295,293	SH		SOLE		0	0	295,293
ON SEMICONDUCTOR CO	COM	682189105	251	15,200	SH		SOLE		0	0	15,200
ORBOTECH LTD	COM	M75253100	3,737	66,092	SH		SOLE		0	0	66,092
OWENS CORNING FIBERGLAS	COM	690742101	2,423	55,100	SH		SOLE		0	0	55,100
PAYCHEX INC	COM	704326107	249	3,825	SH		SOLE		0	0	3,825
PEPSICO INC	COM	713448108	446	4,038	SH		SOLE		0	0	4,038
PFIZER INC	COM	717081103	19,409	444,672	SH		SOLE		0	0	444,672
PHILLIPS 66	COM	718546104	395	4,585	SH		SOLE		0	0	4,585
PUB SVC ENTERPISE GP	COM	744573106	3,057	58,735	SH		SOLE		0	0	58,735
QUEST DIAGNOSTIC INC	COM	74834l100	3,955	47,496	SH		SOLE		0	0	47,496
REGENERON PHARMS INC	COM	75886f107	336	900	SH		SOLE		0	0	900
ROYAL DUTCH SHELL F SPONSORED	COM	780259206	364	6,243	SH		SOLE		0	0	6,243
SCHLUMBERGER LTD F	COM	806857108	1,865	51,693	SH		SOLE		0	0	51,693
SENSATA TECH F	COM	g8060n102	256	5,700	SH		SOLE		0	0	5,700
SHERWIN WILLIAMS CO	COM	824348106	288	731	SH		SOLE		0	0	731
SIGNATURE BANK	COM	82669g104	1,501	14,600	SH		SOLE		0	0	14,600
STANLEY BLACK & DECK	COM	854502101	2,227	18,600	SH		SOLE		0	0	18,600
TE CONNECTIVITY LTD F	COM	h84989104	6,081	80,400	SH		SOLE		0	0	80,400
THE COCA-COLA CO	COM	191216100	855	18,056	SH		SOLE		0	0	18,056
THE MOSAIC CO	COM	61945c103	1,691	57,900	SH		SOLE		0	0	57,900
THERMO FISHER SCIENTIFIC INC	COM	883556102	5,900	26,364	SH		SOLE		0	0	26,364
TUTOR PERINI CORP	COM	901109108	2,943	184,300	SH		SOLE		0	0	184,300
U S CONCRETE INC	COM	90333l201	416	11,800	SH		SOLE		0	0	11,800
VERIZON COMMUNICATN	COM	92343v104	264	4,703	SH		SOLE		0	0	4,703
VIAVI SOLUTIONS INC	COM	925550105	2,450	243,800	SH		SOLE		0	0	243,800
WAL-MART STORES	COM	931142103	859	9,217	SH		SOLE		0	0	9,217
WALT DISNEY CO	COM	254687106	395	3,606	SH		SOLE		0	0	3,606
WATTS WATER TECH INC CLASS A	COM	942749102	7,267	112,608	SH		SOLE		0	0	112,608
XEROX CORP	COM	984121608	2,109	106,714	SH		SOLE		0	0	106,714
ZIMMER BIOMET HOLDINGS INC	COM	98956P102	1,116	10,757	SH		SOLE		0	0	10,757
BP PLC F SPONSORED ADR 1 ADR R	ADR	055622104	461	12,150	SH		SOLE		0	0	12,150
CHINA MOBILE LTD F SPONSORED A	ADR	16941m109	250	5,200	SH		SOLE		0	0	5,200
NOVARTIS AG	ADR	66987V109	13,886	161,825	SH		SOLE		0	0	161,825
TAIWAN SEMICONDUCTR F SPONSORE	ADR	874039100	391	10,600	SH		SOLE		0	0	10,600
TELECOM ARGENTNA SA F SPONSORE	ADR	879273209	179	11,500	SH		SOLE		0	0	11,500
FRST TRST ISE GLB WND ENG INX	ETF	33736g106	174	15,200	SH		SOLE		0	0	15,200
INVSC QQQ TRUST SRS 1 ETF	ETF	46090e103	251	1,624	SH		SOLE		0	0	1,624
INVSC S P GLOBAL WATER INDEX E	ETF	46138e263	4,995	160,416	SH		SOLE		0	0	160,416
INVSC WILDERHILL CLEAN ENERGY	ETF	46137v134	982	45,900	SH		SOLE		0	0	45,900
ISHARES CORE US AGGREGATE BOND	ETF	464287226	1,456	13,672	SH		SOLE		0	0	13,672
ISHARES MSCI AUSTRALIA ETF	ETF	464286103	3,195	165,950	SH		SOLE		0	0	165,950
ISHARES MSCI CANADA ETF	ETF	464286509	3,247	135,533	SH		SOLE		0	0	135,533
ISHARES MSCI EMERGING MARKETS	ETF	464287234	332	8,500	SH		SOLE		0	0	8,500
ISHARES MSCI SINGAPORE ETF	ETF	46434g780	2,853	129,075	SH		SOLE		0	0	129,075
ISHARES:MSCI KLD 400 SOC	ETF	464288570	484	5,200	SH		SOLE		0	0	5,200
ISHARES:MSCI PERU	ETF	464289842	3,303	93,056	SH		SOLE		0	0	93,056
ISHR EDG MSCI MIN VOL EMG MKT	ETF	464286533	10,893	194,981	SH		SOLE		0	0	194,981
SPDR S&P BIOTECH ETF	ETF	78464A870	1,148	16,000	SH		SOLE		0	0	16,000
SPDR S&P EM MKTS SM CP	ETF	78463x756	3,421	83,506	SH		SOLE		0	0	83,506
SPDR S&P REGIONAL BANKING ETF	ETF	78464a698	604	12,900	SH		SOLE		0	0	12,900
VANGUARD MATERIALS ETF	ETF	92204a801	927	8,360	SH		SOLE		0	0	8,360
VANGUARD S&P 500 ETF	ETF	922908363	1,212	5,274	SH		SOLE		0	0	5,274
VANGUARD SHORT-TERM BOND ETF	ETF	921937827	1,091	13,891	SH		SOLE		0	0	13,891
TORTOISE ENERGY INF CORP	CEF	89147l100	363	18,250	SH		SOLE		0	0	18,250